Pricing | Google Cloud Observability

<!doctype html> <html lang="en" dir="ltr"> <head> <meta name="google-signin-client-id" content="721724668570-nbkv1cfusk7kk4eni4pjvepaus73b13t.apps.googleusercontent.com"> <meta name="google-signin-scope" content="profile email https://www.googleapis.com/auth/developerprofiles https://www.googleapis.com/auth/developerprofiles.award https://www.googleapis.com/auth/cloud-platform https://www.googleapis.com/auth/webhistory"> <meta property="og:site_name" content="Google Cloud"> <meta property="og:type" content="website"><meta name="theme-color" content="#039be5"><meta charset="utf-8"> <meta content="IE=Edge" http-equiv="X-UA-Compatible"> <meta name="viewport" content="width=device-width, initial-scale=1"> <link rel="manifest" href="/_pwa/cloud/manifest.json" crossorigin="use-credentials"> <link rel="preconnect" href="//www.gstatic.com" crossorigin> <link rel="preconnect" href="//fonts.gstatic.com" crossorigin> <link rel="preconnect" href="//fonts.googleapis.com" crossorigin> <link rel="preconnect" href="//apis.google.com" crossorigin> <link rel="preconnect" href="//www.google-analytics.com" crossorigin><link rel="stylesheet" href="//fonts.googleapis.com/css?family=Google+Sans:400,500,700|Google+Sans+Text:400,400italic,500,500italic,700,700italic|Roboto:400,400italic,500,500italic,700,700italic|Roboto+Mono:400,500,700&display=swap"> <link rel="stylesheet" href="//fonts.googleapis.com/css2?family=Material+Icons&family=Material+Symbols+Outlined&display=block"><link rel="stylesheet" href="https://www.gstatic.com/devrel-devsite/prod/v870e399c64f7c43c99a3043db4b3a74327bb93d0914e84a0c3dba90bbfd67625/cloud/css/app.css"> <link rel="shortcut icon" href="https://www.gstatic.com/devrel-devsite/prod/v870e399c64f7c43c99a3043db4b3a74327bb93d0914e84a0c3dba90bbfd67625/cloud/images/favicons/onecloud/favicon.ico"> <link rel="apple-touch-icon" href="https://www.gstatic.com/devrel-devsite/prod/v870e399c64f7c43c99a3043db4b3a74327bb93d0914e84a0c3dba90bbfd67625/cloud/images/favicons/onecloud/super_cloud.png"><link rel="canonical" href="https://cloud.google.com/stackdriver/pricing"><link rel="search" type="application/opensearchdescription+xml" title="Google Cloud" href="https://cloud.google.com/s/opensearch.xml"> <link rel="alternate" hreflang="en" href="https://cloud.google.com/stackdriver/pricing" /><link rel="alternate" hreflang="x-default" href="https://cloud.google.com/stackdriver/pricing" /><link rel="alternate" hreflang="zh-Hans" href="https://cloud.google.com/stackdriver/pricing?hl=zh-cn" /><link rel="alternate" hreflang="zh-Hant" href="https://cloud.google.com/stackdriver/pricing?hl=zh-tw" /><link rel="alternate" hreflang="fr" href="https://cloud.google.com/stackdriver/pricing?hl=fr" /><link rel="alternate" hreflang="de" href="https://cloud.google.com/stackdriver/pricing?hl=de" /><link rel="alternate" hreflang="id" href="https://cloud.google.com/stackdriver/pricing?hl=id" /><link rel="alternate" hreflang="it" href="https://cloud.google.com/stackdriver/pricing?hl=it" /><link rel="alternate" hreflang="ja" href="https://cloud.google.com/stackdriver/pricing?hl=ja" /><link rel="alternate" hreflang="ko" href="https://cloud.google.com/stackdriver/pricing?hl=ko" /><link rel="alternate" hreflang="pt-BR" href="https://cloud.google.com/stackdriver/pricing?hl=pt-br" /><link rel="alternate" hreflang="es" href="https://cloud.google.com/stackdriver/pricing?hl=es" /><link rel="alternate" hreflang="es-419" href="https://cloud.google.com/stackdriver/pricing?hl=es-419" /><title>Pricing  |  Google Cloud Observability</title> <meta property="og:title" content="Pricing  |  Google Cloud Observability"><meta name="description" content="Review pricing for Google Cloud Observability"> <meta property="og:description" content="Review pricing for Google Cloud Observability"><meta property="og:url" content="https://cloud.google.com/stackdriver/pricing"><meta property="og:image" content="https://cloud.google.com/_static/cloud/images/social-icon-google-cloud-1200-630.png"> <meta property="og:image:width" content="1200"> <meta property="og:image:height" content="630"><meta property="og:locale" content="en"><meta name="twitter:card" content="summary_large_image"><script type="application/ld+json"> { "@context": "https://schema.org", "@type": "BreadcrumbList", "itemListElement": [{ "@type": "ListItem", "position": 1, "name": "Google Cloud Observability", "item": "https://cloud.google.com/stackdriver/docs" },{ "@type": "ListItem", "position": 2, "name": "Pricing", "item": "https://cloud.google.com/stackdriver/pricing" }] } </script> <link href="https://ajax.googleapis.com/ajax/libs/angular_material/1.1.1/angular-material.min.css" rel="stylesheet" data-page-link> <link rel="stylesheet" href="/extras.css"></head> <body class="" template="page" theme="cloud-theme" type="pricing" layout="full" free-trial pending> <devsite-progress type="indeterminate" id="app-progress"></devsite-progress> <section class="devsite-wrapper"> <devsite-cookie-notification-bar></devsite-cookie-notification-bar><cloudx-track userCountry="SG"></cloudx-track> <cloudx-utils-init></cloudx-utils-init> <devsite-header keep-tabs-visible> <div class="devsite-header--inner nocontent"> <div class="devsite-top-logo-row-wrapper-wrapper"> <div class="devsite-top-logo-row-wrapper"> <div class="devsite-top-logo-row"> <button type="button" id="devsite-hamburger-menu" class="devsite-header-icon-button button-flat material-icons gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Navigation menu button" visually-hidden aria-label="Open menu"> </button> <div class="devsite-product-name-wrapper"> <a href="/" class="devsite-site-logo-link gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Site logo" track-type="globalNav" track-name="googleCloud" track-metadata-position="nav" track-metadata-eventDetail="nav"> <picture> <img src="https://www.gstatic.com/devrel-devsite/prod/v870e399c64f7c43c99a3043db4b3a74327bb93d0914e84a0c3dba90bbfd67625/cloud/images/cloud-logo.svg" class="devsite-site-logo" alt="Google Cloud"> </picture> </a> <span class="devsite-product-name"> <ul class="devsite-breadcrumb-list" > <li class="devsite-breadcrumb-item devsite-has-google-wordmark"> </li> </ul> </span> </div> <div class="devsite-top-logo-row-middle"> <div class="devsite-header-upper-tabs"> <cloudx-tabs-nav class="upper-tabs"> <nav class="devsite-tabs-wrapper" aria-label="Upper tabs"> <tab class="devsite-dropdown devsite-dropdown-full devsite-clickable "> <a href="https://cloud.google.com/why-google-cloud" track-metadata-eventdetail="https://cloud.google.com/why-google-cloud" class="devsite-tabs-content gc-analytics-event " track-type="nav" track-metadata-position="nav - overview" track-metadata-module="primary nav" data-category="Site-Wide Custom Events" data-label="Tab: Overview" track-name="overview" > Overview </a> <a href="#" role="button" aria-haspopup="true" aria-expanded="false" aria-label="Dropdown menu for Overview" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/why-google-cloud" track-metadata-position="nav - overview" track-metadata-module="primary nav" data-category="Site-Wide Custom Events" data-label="Tab: Overview" track-name="overview" class="devsite-tabs-dropdown-toggle devsite-icon devsite-icon-arrow-drop-down"></a> <div class="devsite-tabs-dropdown" aria-label="submenu" hidden> <button class="devsite-tabs-close-button material-icons button-flat gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Close dropdown menu" aria-label="Close dropdown menu" track-type="nav" track-name="close" track-metadata-eventdetail="#" track-metadata-position="nav - overview" track-metadata-module="tertiary nav">close</button> <div class="devsite-tabs-dropdown-content"> <div class="devsite-tabs-dropdown-column cloud-nav-menu-why-google cloud-nav-border-right"> <ul class="devsite-tabs-dropdown-section cloud-dropdown-type1 cloud-dropdown-secondary cloud-dropdown--cta-container"> <li class="devsite-nav-title" role="heading" tooltip>Accelerate your digital transformation</li> <li class="devsite-nav-description">Whether your business is early in its journey or well on its way to digital transformation, Google Cloud can help solve your toughest challenges.</li> <li class="devsite-nav-item"> <a href="https://cloud.google.com/why-google-cloud" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/why-google-cloud" track-metadata-position="nav - overview" track-metadata-module="tertiary nav" track-metadata-module_headline="accelerate your digital transformation" tooltip track-name="learn more" > <div class="devsite-nav-item-title"> Learn more </div> </a> </li> </ul> </div> <div class="devsite-tabs-dropdown-column "> <ul class="devsite-tabs-dropdown-section cloud-dropdown-type2"> <li class="devsite-nav-title" role="heading" tooltip>Key benefits</li> <li class="devsite-nav-item"> <a href="https://cloud.google.com/why-google-cloud" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/why-google-cloud" track-metadata-position="nav - overview" track-metadata-module="tertiary nav" track-metadata-module_headline="key benefits" tooltip track-name="why google cloud" > <div class="devsite-nav-item-title"> Why Google Cloud </div> <div class="devsite-nav-item-description"> Top reasons businesses choose us. </div> </a> </li> <li class="devsite-nav-item"> <a href="https://cloud.google.com/ai" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/ai" track-metadata-position="nav - overview" track-metadata-module="tertiary nav" track-metadata-module_headline="key benefits" tooltip track-name="ai and ml" > <div class="devsite-nav-item-title"> AI and ML </div> <div class="devsite-nav-item-description"> Get enterprise-ready AI. </div> </a> </li> <li class="devsite-nav-item"> <a href="https://cloud.google.com/multicloud" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/multicloud" track-metadata-position="nav - overview" track-metadata-module="tertiary nav" track-metadata-module_headline="key benefits" tooltip track-name="multicloud" > <div class="devsite-nav-item-title"> Multicloud </div> <div class="devsite-nav-item-description"> Run your apps wherever you need them. </div> </a> </li> <li class="devsite-nav-item"> <a href="https://cloud.google.com/infrastructure" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/infrastructure" track-metadata-position="nav - overview" track-metadata-module="tertiary nav" track-metadata-module_headline="key benefits" tooltip track-name="global infrastructure" > <div class="devsite-nav-item-title"> Global infrastructure </div> <div class="devsite-nav-item-description"> Build on the same infrastructure as Google. </div> </a> </li> </ul> </div> <div class="devsite-tabs-dropdown-column cloud-nav-border-right"> <ul class="devsite-tabs-dropdown-section cloud-dropdown-type2 cloud-dropdown-noheading"> <li class="devsite-nav-item"> <a href="https://cloud.google.com/data-cloud" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/data-cloud" track-metadata-position="nav - overview" track-metadata-module="tertiary nav" tooltip track-name="data cloud" > <div class="devsite-nav-item-title"> Data Cloud </div> <div class="devsite-nav-item-description"> Make smarter decisions with unified data. </div> </a> </li> <li class="devsite-nav-item"> <a href="https://cloud.google.com/solutions/modern-infrastructure" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/solutions/modern-infrastructure" track-metadata-position="nav - overview" track-metadata-module="tertiary nav" tooltip track-name="open cloud" > <div class="devsite-nav-item-title"> Modern Infrastructure Cloud </div> <div class="devsite-nav-item-description"> Next generation of cloud infrastructure. </div> </a> </li> <li class="devsite-nav-item"> <a href="https://cloud.google.com/security" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/security" track-metadata-position="nav - overview" track-metadata-module="tertiary nav" tooltip track-name="security" > <div class="devsite-nav-item-title"> Security </div> <div class="devsite-nav-item-description"> Protect your users, data, and apps. </div> </a> </li> <li class="devsite-nav-item"> <a href="https://workspace.google.com/" track-type="nav" track-metadata-eventdetail="https://workspace.google.com/" track-metadata-position="nav - overview" track-metadata-module="tertiary nav" tooltip track-name="productivity and collaboration" target="_blank" > <div class="devsite-nav-item-title"> Productivity and collaboration </div> <div class="devsite-nav-item-description"> Connect your teams with AI-powered apps. </div> </a> </li> </ul> </div> <div class="devsite-tabs-dropdown-column "> <ul class="devsite-tabs-dropdown-section cloud-dropdown-type2"> <li class="devsite-nav-title" role="heading" tooltip>Reports and insights</li> <li class="devsite-nav-item"> <a href="https://cloud.google.com/executive-insights" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/executive-insights" track-metadata-position="nav - overview" track-metadata-module="tertiary nav" track-metadata-module_headline="reports and insights" tooltip track-name="executive insights" > <div class="devsite-nav-item-title"> Executive insights </div> <div class="devsite-nav-item-description"> Curated C-suite perspectives. </div> </a> </li> <li class="devsite-nav-item"> <a href="https://cloud.google.com/analyst-reports" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/analyst-reports" track-metadata-position="nav - overview" track-metadata-module="tertiary nav" track-metadata-module_headline="reports and insights" tooltip track-name="analyst reports" > <div class="devsite-nav-item-title"> Analyst reports </div> <div class="devsite-nav-item-description"> Read what industry analysts say about us. </div> </a> </li> <li class="devsite-nav-item"> <a href="https://cloud.google.com/whitepapers" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/whitepapers" track-metadata-position="nav - overview" track-metadata-module="tertiary nav" track-metadata-module_headline="reports and insights" tooltip track-name="whitepapers" > <div class="devsite-nav-item-title"> Whitepapers </div> <div class="devsite-nav-item-description"> Browse and download popular whitepapers. </div> </a> </li> <li class="devsite-nav-item"> <a href="https://cloud.google.com/customers" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/customers" track-metadata-position="nav - overview" track-metadata-module="tertiary nav" track-metadata-module_headline="reports and insights" tooltip track-name="customer stories" > <div class="devsite-nav-item-title"> Customer stories </div> <div class="devsite-nav-item-description"> Explore case studies and videos. </div> </a> </li> </ul> </div> </div> </div> </tab> <tab class="devsite-dropdown devsite-dropdown-full devsite-clickable devsite-generated-tab-menu"> <a href="https://cloud.google.com/solutions" track-metadata-eventdetail="https://cloud.google.com/solutions" class="devsite-tabs-content gc-analytics-event " track-type="nav" track-metadata-position="nav - solutions" track-metadata-module="primary nav" data-category="Site-Wide Custom Events" data-label="Tab: Solutions" track-name="solutions" track-type="globalNav" track-metadata-position="nav" track-metadata-eventDetail="nav" > Solutions </a> <a href="#" role="button" aria-haspopup="true" aria-expanded="false" aria-label="Dropdown menu for Solutions" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/solutions" track-metadata-position="nav - solutions" track-metadata-module="primary nav" data-category="Site-Wide Custom Events" data-label="Tab: Solutions" track-name="solutions" track-type="globalNav" track-metadata-position="nav" track-metadata-eventDetail="nav" class="devsite-tabs-dropdown-toggle devsite-icon devsite-icon-arrow-drop-down"></a> <div class="devsite-tabs-dropdown" aria-label="submenu" hidden> <button class="devsite-tabs-close-button material-icons button-flat gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Close dropdown menu" aria-label="Close dropdown menu" track-type="nav" track-name="close" track-metadata-eventdetail="#" track-metadata-position="nav - solutions" track-metadata-module="tertiary nav">close</button> <div class="devsite-tabs-dropdown-content"> <div class="devsite-tabs-dropdown-column "> <ul class="devsite-tabs-dropdown-section cloud-dropdown-menu-heading devsite-nav-title-heading"> <li class="devsite-nav-item"> <a href="https://cloud.google.com/solutions#industry-solutions" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/solutions#industry-solutions" track-metadata-position="nav - solutions" track-metadata-module="tertiary nav" tooltip track-name="industry solutions" > <div class="devsite-nav-item-icon-container" size="medium" > <picture> <img class="devsite-nav-item-icon" alt="" src="https://www.gstatic.com/cloud/images/navigation/forward.svg" srcset=" https://www.gstatic.com/cloud/images/navigation/forward.svg" sizes="100vw" loading="lazy" > </picture> </div> <div class="devsite-nav-item-title"> Industry Solutions </div> <div class="devsite-nav-item-description"> Reduce cost, increase operational agility, and capture new market opportunities. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/solutions/retail" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/solutions/retail" track-metadata-position="nav - solutions" track-metadata-module="tertiary nav" tooltip track-name="retail" > <div class="devsite-nav-item-icon-container" size="medium" > <picture> <img class="devsite-nav-item-icon" alt="" src="https://www.gstatic.com/cloud/images/navigation/retail.svg" srcset=" https://www.gstatic.com/cloud/images/navigation/retail.svg" sizes="100vw" loading="lazy" > </picture> </div> <div class="devsite-nav-item-title"> Retail </div> <div class="devsite-nav-item-description"> Analytics and collaboration tools for the retail value chain. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/solutions/cpg" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/solutions/cpg" track-metadata-position="nav - solutions" track-metadata-module="tertiary nav" tooltip track-name="consumer packaged goods" > <div class="devsite-nav-item-icon-container" size="medium" > <picture> <img class="devsite-nav-item-icon" alt="" src="https://www.gstatic.com/cloud/images/navigation/cpg.svg" srcset=" https://www.gstatic.com/cloud/images/navigation/cpg.svg" sizes="100vw" loading="lazy" > </picture> </div> <div class="devsite-nav-item-title"> Consumer Packaged Goods </div> <div class="devsite-nav-item-description"> Solutions for CPG digital transformation and brand growth. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/solutions/financial-services" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/solutions/financial-services" track-metadata-position="nav - solutions" track-metadata-module="tertiary nav" tooltip track-name="financial services" > <div class="devsite-nav-item-icon-container" size="medium" > <picture> <img class="devsite-nav-item-icon" alt="" src="https://www.gstatic.com/cloud/images/navigation/finance.svg" srcset=" https://www.gstatic.com/cloud/images/navigation/finance.svg" sizes="100vw" loading="lazy" > </picture> </div> <div class="devsite-nav-item-title"> Financial Services </div> <div class="devsite-nav-item-description"> Computing, data management, and analytics tools for financial services. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/solutions/healthcare-life-sciences" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/solutions/healthcare-life-sciences" track-metadata-position="nav - solutions" track-metadata-module="tertiary nav" tooltip track-name="healthcare and life sciences" > <div class="devsite-nav-item-icon-container" size="medium" > <picture> <img class="devsite-nav-item-icon" alt="" src="https://www.gstatic.com/cloud/images/navigation/hcls.svg" srcset=" https://www.gstatic.com/cloud/images/navigation/hcls.svg" sizes="100vw" loading="lazy" > </picture> </div> <div class="devsite-nav-item-title"> Healthcare and Life Sciences </div> <div class="devsite-nav-item-description"> Advance research at scale and empower healthcare innovation. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/solutions/media-entertainment" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/solutions/media-entertainment" track-metadata-position="nav - solutions" track-metadata-module="tertiary nav" tooltip track-name="media and entertainment" > <div class="devsite-nav-item-icon-container" size="medium" > <picture> <img class="devsite-nav-item-icon" alt="" src="https://www.gstatic.com/cloud/images/navigation/media.svg" srcset=" https://www.gstatic.com/cloud/images/navigation/media.svg" sizes="100vw" loading="lazy" > </picture> </div> <div class="devsite-nav-item-title"> Media and Entertainment </div> <div class="devsite-nav-item-description"> Solutions for content production and distribution operations. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/solutions/telecommunications" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/solutions/telecommunications" track-metadata-position="nav - solutions" track-metadata-module="tertiary nav" tooltip track-name="telecommunications" > <div class="devsite-nav-item-icon-container" size="medium" > <picture> <img class="devsite-nav-item-icon" alt="" src="https://www.gstatic.com/cloud/images/navigation/telecommunications.svg" srcset=" https://www.gstatic.com/cloud/images/navigation/telecommunications.svg" sizes="100vw" loading="lazy" > </picture> </div> <div class="devsite-nav-item-title"> Telecommunications </div> <div class="devsite-nav-item-description"> Hybrid and multi-cloud services to deploy and monetize 5G. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/solutions/games" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/solutions/games" track-metadata-position="nav - solutions" track-metadata-module="tertiary nav" tooltip track-name="games" > <div class="devsite-nav-item-icon-container" size="medium" > <picture> <img class="devsite-nav-item-icon" alt="" src="https://www.gstatic.com/cloud/images/navigation/gaming.svg" srcset=" https://www.gstatic.com/cloud/images/navigation/gaming.svg" sizes="100vw" loading="lazy" > </picture> </div> <div class="devsite-nav-item-title"> Games </div> <div class="devsite-nav-item-description"> AI-driven solutions to build and scale games faster. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/solutions/manufacturing" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/solutions/manufacturing" track-metadata-position="nav - solutions" track-metadata-module="tertiary nav" tooltip track-name="manufacturing" > <div class="devsite-nav-item-icon-container" size="medium" > <picture> <img class="devsite-nav-item-icon" alt="" src="https://www.gstatic.com/cloud/images/navigation/manufacturing.svg" srcset=" https://www.gstatic.com/cloud/images/navigation/manufacturing.svg" sizes="100vw" loading="lazy" > </picture> </div> <div class="devsite-nav-item-title"> Manufacturing </div> <div class="devsite-nav-item-description"> Migration and AI tools to optimize the manufacturing value chain. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/solutions/supply-chain-logistics" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/solutions/supply-chain-logistics" track-metadata-position="nav - solutions" track-metadata-module="tertiary nav" tooltip track-name="supply chain and logistics" > <div class="devsite-nav-item-icon-container" size="medium" > <picture> <img class="devsite-nav-item-icon" alt="" src="https://www.gstatic.com/cloud/images/navigation/supply-chain.svg" srcset=" https://www.gstatic.com/cloud/images/navigation/supply-chain.svg" sizes="100vw" loading="lazy" > </picture> </div> <div class="devsite-nav-item-title"> Supply Chain and Logistics </div> <div class="devsite-nav-item-description"> Enable sustainable, efficient, and resilient data-driven operations across supply chain and logistics operations. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/solutions/government" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/solutions/government" track-metadata-position="nav - solutions" track-metadata-module="tertiary nav" tooltip track-name="government" > <div class="devsite-nav-item-icon-container" size="medium" > <picture> <img class="devsite-nav-item-icon" alt="" src="https://www.gstatic.com/cloud/images/navigation/government.svg" srcset=" https://www.gstatic.com/cloud/images/navigation/government.svg" sizes="100vw" loading="lazy" > </picture> </div> <div class="devsite-nav-item-title"> Government </div> <div class="devsite-nav-item-description"> Data storage, AI, and analytics solutions for government agencies. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/solutions/education" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/solutions/education" track-metadata-position="nav - solutions" track-metadata-module="tertiary nav" tooltip track-name="education" > <div class="devsite-nav-item-icon-container" size="medium" > <picture> <img class="devsite-nav-item-icon" alt="" src="https://www.gstatic.com/cloud/images/navigation/icon-sprite.svg#education" srcset=" https://www.gstatic.com/cloud/images/navigation/icon-sprite.svg#education" sizes="100vw" loading="lazy" > </picture> </div> <div class="devsite-nav-item-title"> Education </div> <div class="devsite-nav-item-description"> Teaching tools to provide more engaging learning experiences. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section cloud-dropdown-top-border"> <li class="devsite-nav-description">Not seeing what you're looking for?</li> <li class="devsite-nav-item"> <a href="https://cloud.google.com/solutions#industry-solutions" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/solutions#industry-solutions" track-metadata-position="nav - solutions" track-metadata-module="tertiary nav" tooltip track-name="see all industry solutions" > <div class="devsite-nav-item-title"> See all industry solutions </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section cloud-dropdown-top-border dropdown-tabbed-menu-button-target hidden"> <li class="devsite-nav-description">Not seeing what you're looking for?</li> <li class="devsite-nav-item"> <a href="https://cloud.google.com/solutions" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/solutions" track-metadata-position="nav - solutions" track-metadata-module="tertiary nav" tooltip track-name="see all solutions" > <div class="devsite-nav-item-title"> See all solutions </div> </a> </li> </ul> </div> <div class="devsite-tabs-dropdown-column "> <ul class="devsite-tabs-dropdown-section cloud-dropdown-menu-heading devsite-nav-title-heading"> <li class="devsite-nav-item"> <a href="https://cloud.google.com/solutions/camp" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/solutions/camp" track-metadata-position="nav - solutions" track-metadata-module="tertiary nav" tooltip track-name="application modernization" > <div class="devsite-nav-item-icon-container" size="medium" > <picture> <img class="devsite-nav-item-icon" alt="" src="https://www.gstatic.com/cloud/images/navigation/forward.svg" srcset=" https://www.gstatic.com/cloud/images/navigation/forward.svg" sizes="100vw" loading="lazy" > </picture> </div> <div class="devsite-nav-item-title"> Application Modernization </div> <div class="devsite-nav-item-description"> Assess, plan, implement, and measure software practices and capabilities to modernize and simplify your organization’s business application portfolios. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/solutions/camp" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/solutions/camp" track-metadata-position="nav - solutions" track-metadata-module="tertiary nav" tooltip track-name="camp" > <div class="devsite-nav-item-title"> CAMP </div> <div class="devsite-nav-item-description"> Program that uses DORA to improve your software delivery capabilities. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/solutions/modernize-traditional-applications" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/solutions/modernize-traditional-applications" track-metadata-position="nav - solutions" track-metadata-module="tertiary nav" tooltip track-name="modernize traditional applications" > <div class="devsite-nav-item-title"> Modernize Traditional Applications </div> <div class="devsite-nav-item-description"> Analyze, categorize, and get started with cloud migration on traditional workloads. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/solutions/migrate-from-paas" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/solutions/migrate-from-paas" track-metadata-position="nav - solutions" track-metadata-module="tertiary nav" tooltip track-name="migrate from paas cloud foundry, openshift" > <div class="devsite-nav-item-title"> Migrate from PaaS: Cloud Foundry, Openshift </div> <div class="devsite-nav-item-description"> Tools for moving your existing containers into Google's managed container services. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/solutions/mainframe-modernization" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/solutions/mainframe-modernization" track-metadata-position="nav - solutions" track-metadata-module="tertiary nav" tooltip track-name="migrate from mainframe" > <div class="devsite-nav-item-title"> Migrate from Mainframe </div> <div class="devsite-nav-item-description"> Automated tools and prescriptive guidance for moving your mainframe apps to the cloud. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/solutions/software-delivery" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/solutions/software-delivery" track-metadata-position="nav - solutions" track-metadata-module="tertiary nav" tooltip track-name="modernize software delivery" > <div class="devsite-nav-item-title"> Modernize Software Delivery </div> <div class="devsite-nav-item-description"> Software supply chain best practices - innerloop productivity, CI/CD and S3C. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/devops" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/devops" track-metadata-position="nav - solutions" track-metadata-module="tertiary nav" tooltip track-name="devops best practices" > <div class="devsite-nav-item-title"> DevOps Best Practices </div> <div class="devsite-nav-item-description"> Processes and resources for implementing DevOps in your org. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/sre" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/sre" track-metadata-position="nav - solutions" track-metadata-module="tertiary nav" tooltip track-name="sre principles" > <div class="devsite-nav-item-title"> SRE Principles </div> <div class="devsite-nav-item-description"> Tools and resources for adopting SRE in your org. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/solutions/app-modernization/day-2-operations-for-gke" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/solutions/app-modernization/day-2-operations-for-gke" track-metadata-position="nav - solutions" track-metadata-module="tertiary nav" tooltip track-name="day 2 operations for gke" > <div class="devsite-nav-item-title"> Day 2 Operations for GKE </div> <div class="devsite-nav-item-description"> Tools and guidance for effective GKE management and monitoring. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/solutions/finops-optimize-gke" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/solutions/finops-optimize-gke" track-metadata-position="nav - solutions" track-metadata-module="tertiary nav" tooltip track-name="finops and optimization of gke" > <div class="devsite-nav-item-title"> FinOps and Optimization of GKE </div> <div class="devsite-nav-item-description"> Best practices for running reliable, performant, and cost effective applications on GKE. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/solutions/modernize-with-edge" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/solutions/modernize-with-edge" track-metadata-position="nav - solutions" track-metadata-module="tertiary nav" tooltip track-name="run applications at the edge" > <div class="devsite-nav-item-title"> Run Applications at the Edge </div> <div class="devsite-nav-item-description"> Guidance for localized and low latency apps on Google’s hardware agnostic edge solution. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/solutions/architect-multicloud" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/solutions/architect-multicloud" track-metadata-position="nav - solutions" track-metadata-module="tertiary nav" tooltip track-name="architect for multicloud" > <div class="devsite-nav-item-title"> Architect for Multicloud </div> <div class="devsite-nav-item-description"> Manage workloads across multiple clouds with a consistent platform. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/solutions/serverless" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/solutions/serverless" track-metadata-position="nav - solutions" track-metadata-module="tertiary nav" tooltip track-name="go serverless" > <div class="devsite-nav-item-title"> Go Serverless </div> <div class="devsite-nav-item-description"> Fully managed environment for developing, deploying and scaling apps. </div> </a> </li> </ul> </div> <div class="devsite-tabs-dropdown-column "> <ul class="devsite-tabs-dropdown-section cloud-dropdown-menu-heading devsite-nav-title-heading"> <li class="devsite-nav-item"> <a href="https://cloud.google.com/solutions/ai" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/solutions/ai" track-metadata-position="nav - solutions" track-metadata-module="tertiary nav" tooltip track-name="artificial intelligence" > <div class="devsite-nav-item-icon-container" size="medium" > <picture> <img class="devsite-nav-item-icon" alt="" src="https://www.gstatic.com/cloud/images/navigation/forward.svg" srcset=" https://www.gstatic.com/cloud/images/navigation/forward.svg" sizes="100vw" loading="lazy" > </picture> </div> <div class="devsite-nav-item-title"> Artificial Intelligence </div> <div class="devsite-nav-item-description"> Add intelligence and efficiency to your business with AI and machine learning. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/solutions/customer-engagement-ai" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/solutions/customer-engagement-ai" track-metadata-position="nav - solutions" track-metadata-module="tertiary nav" tooltip track-name="customer-engagement-ai" > <div class="devsite-nav-item-title"> Customer Engagement Suite with Google AI </div> <div class="devsite-nav-item-description"> End-to-end application that combines our most advanced conversational AI. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/document-ai" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/document-ai" track-metadata-position="nav - solutions" track-metadata-module="tertiary nav" tooltip track-name="document ai" > <div class="devsite-nav-item-title"> Document AI </div> <div class="devsite-nav-item-description"> Document processing and data capture automated at scale. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/solutions/retail-product-discovery" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/solutions/retail-product-discovery" track-metadata-position="nav - solutions" track-metadata-module="tertiary nav" tooltip track-name="product discovery" > <div class="devsite-nav-item-title"> Vertex AI Search for retail </div> <div class="devsite-nav-item-description"> Google-quality search and product recommendations for retailers. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/products/gemini" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/products/gemini" track-metadata-position="nav - solutions" track-metadata-module="tertiary nav" tooltip track-name="product gemini" > <div class="devsite-nav-item-title"> Gemini for Google Cloud </div> <div class="devsite-nav-item-description"> AI assistants for application development, coding, and more. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/use-cases/generative-ai" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/use-cases/generative-ai" track-metadata-position="nav - solutions" track-metadata-module="tertiary nav" tooltip track-name="use cases generative ai" > <div class="devsite-nav-item-title"> Generative AI on Google Cloud </div> <div class="devsite-nav-item-description"> Transform content creation and discovery, research, customer service, and developer efficiency with the power of generative AI. </div> </a> </li> </ul> </div> <div class="devsite-tabs-dropdown-column "> <ul class="devsite-tabs-dropdown-section cloud-dropdown-menu-heading devsite-nav-title-heading"> <li class="devsite-nav-item"> <a href="https://cloud.google.com/solutions/apis-and-applications" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/solutions/apis-and-applications" track-metadata-position="nav - solutions" track-metadata-module="tertiary nav" tooltip track-name="apis and applications" > <div class="devsite-nav-item-icon-container" size="medium" > <picture> <img class="devsite-nav-item-icon" alt="" src="https://www.gstatic.com/cloud/images/navigation/forward.svg" srcset=" https://www.gstatic.com/cloud/images/navigation/forward.svg" sizes="100vw" loading="lazy" > </picture> </div> <div class="devsite-nav-item-title"> APIs and Applications </div> <div class="devsite-nav-item-description"> Speed up the pace of innovation without coding, using APIs, apps, and automation. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/solutions/new-channels-using-apis" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/solutions/new-channels-using-apis" track-metadata-position="nav - solutions" track-metadata-module="tertiary nav" tooltip track-name="new business channels using apis" > <div class="devsite-nav-item-title"> New Business Channels Using APIs </div> <div class="devsite-nav-item-description"> Attract and empower an ecosystem of developers and partners. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/solutions/unlocking-legacy-applications" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/solutions/unlocking-legacy-applications" track-metadata-position="nav - solutions" track-metadata-module="tertiary nav" tooltip track-name="unlocking legacy applications using apis" > <div class="devsite-nav-item-title"> Unlocking Legacy Applications Using APIs </div> <div class="devsite-nav-item-description"> Cloud services for extending and modernizing legacy apps. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/solutions/open-banking-apix" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/solutions/open-banking-apix" track-metadata-position="nav - solutions" track-metadata-module="tertiary nav" tooltip track-name="open banking apix" > <div class="devsite-nav-item-title"> Open Banking APIx </div> <div class="devsite-nav-item-description"> Simplify and accelerate secure delivery of open banking compliant APIs. </div> </a> </li> </ul> </div> <div class="devsite-tabs-dropdown-column "> <ul class="devsite-tabs-dropdown-section cloud-dropdown-menu-heading devsite-nav-title-heading"> <li class="devsite-nav-item"> <a href="https://cloud.google.com/solutions/smart-analytics" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/solutions/smart-analytics" track-metadata-position="nav - solutions" track-metadata-module="tertiary nav" tooltip track-name="smart analytics" > <div class="devsite-nav-item-icon-container" size="medium" > <picture> <img class="devsite-nav-item-icon" alt="" src="https://www.gstatic.com/cloud/images/navigation/forward.svg" srcset=" https://www.gstatic.com/cloud/images/navigation/forward.svg" sizes="100vw" loading="lazy" > </picture> </div> <div class="devsite-nav-item-title"> Data Analytics </div> <div class="devsite-nav-item-description"> Generate instant insights from data at any scale with a serverless, fully managed analytics platform that significantly simplifies analytics. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/solutions/data-migration" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/solutions/data-migration" track-metadata-position="nav - solutions" track-metadata-module="tertiary nav" tooltip track-name="data-migration" > <div class="devsite-nav-item-title"> Data Migration </div> <div class="devsite-nav-item-description"> Migrate and modernize with an AI-ready data platform. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/solutions/data-lake" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/solutions/data-lake" track-metadata-position="nav - solutions" track-metadata-module="tertiary nav" tooltip track-name="data lake modernization" > <div class="devsite-nav-item-title"> Data Lake Modernization </div> <div class="devsite-nav-item-description"> Services for building and modernizing your data lake. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/solutions/stream-analytics" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/solutions/stream-analytics" track-metadata-position="nav - solutions" track-metadata-module="tertiary nav" tooltip track-name="stream analytics" > <div class="devsite-nav-item-title"> Stream Analytics </div> <div class="devsite-nav-item-description"> Insights from ingesting, processing, and analyzing event streams. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/solutions/marketing-analytics" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/solutions/marketing-analytics" track-metadata-position="nav - solutions" track-metadata-module="tertiary nav" tooltip track-name="marketing analytics" > <div class="devsite-nav-item-title"> Marketing Analytics </div> <div class="devsite-nav-item-description"> Solutions for collecting, analyzing, and activating customer data. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/datasets" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/datasets" track-metadata-position="nav - solutions" track-metadata-module="tertiary nav" tooltip track-name="datasets" > <div class="devsite-nav-item-title"> Datasets </div> <div class="devsite-nav-item-description"> Data from Google, public, and commercial providers to enrich your analytics and AI initiatives. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/solutions/business-intelligence" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/solutions/business-intelligence" track-metadata-position="nav - solutions" track-metadata-module="tertiary nav" tooltip track-name="business intelligence" > <div class="devsite-nav-item-title"> Business Intelligence </div> <div class="devsite-nav-item-description"> Solutions for modernizing your BI stack and creating rich data experiences. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/use-cases/ai-data-analytics" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/use-cases/ai-data-analytics" track-metadata-position="nav - solutions" track-metadata-module="tertiary nav" tooltip track-name="ai for data analytics" > <div class="devsite-nav-item-title"> AI for Data Analytics </div> <div class="devsite-nav-item-description"> Write SQL, build predictive models, and visualize data with AI for data analytics. </div> </a> </li> </ul> </div> <div class="devsite-tabs-dropdown-column "> <ul class="devsite-tabs-dropdown-section cloud-dropdown-menu-heading devsite-nav-title-heading"> <li class="devsite-nav-item"> <a href="https://cloud.google.com/solutions/databases" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/solutions/databases" track-metadata-position="nav - solutions" track-metadata-module="tertiary nav" tooltip track-name="databases" > <div class="devsite-nav-item-icon-container" size="medium" > <picture> <img class="devsite-nav-item-icon" alt="" src="https://www.gstatic.com/cloud/images/navigation/forward.svg" srcset=" https://www.gstatic.com/cloud/images/navigation/forward.svg" sizes="100vw" loading="lazy" > </picture> </div> <div class="devsite-nav-item-title"> Databases </div> <div class="devsite-nav-item-description"> Migrate and manage enterprise data with security, reliability, high availability, and fully managed data services. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/solutions/database-migration" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/solutions/database-migration" track-metadata-position="nav - solutions" track-metadata-module="tertiary nav" tooltip track-name="database migration" > <div class="devsite-nav-item-title"> Database Migration </div> <div class="devsite-nav-item-description"> Guides and tools to simplify your database migration life cycle. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/solutions/database-modernization" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/solutions/database-modernization" track-metadata-position="nav - solutions" track-metadata-module="tertiary nav" tooltip track-name="database modernization" > <div class="devsite-nav-item-title"> Database Modernization </div> <div class="devsite-nav-item-description"> Upgrades to modernize your operational database infrastructure. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/solutions/databases/games" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/solutions/databases/games" track-metadata-position="nav - solutions" track-metadata-module="tertiary nav" tooltip track-name="databases for games" > <div class="devsite-nav-item-title"> Databases for Games </div> <div class="devsite-nav-item-description"> Build global, live games with Google Cloud databases. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/products/databases" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/products/databases" track-metadata-position="nav - solutions" track-metadata-module="tertiary nav" tooltip track-name="google cloud databases" > <div class="devsite-nav-item-title"> Google Cloud Databases </div> <div class="devsite-nav-item-description"> Database services to migrate, manage, and modernize data. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/solutions/migrate-oracle-workloads" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/solutions/migrate-oracle-workloads" track-metadata-position="nav - solutions" track-metadata-module="tertiary nav" tooltip track-name="migrate oracle workloads to google cloud" > <div class="devsite-nav-item-title"> Migrate Oracle workloads to Google Cloud </div> <div class="devsite-nav-item-description"> Rehost, replatform, rewrite your Oracle workloads. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/solutions/open-source-databases" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/solutions/open-source-databases" track-metadata-position="nav - solutions" track-metadata-module="tertiary nav" tooltip track-name="open source databases" > <div class="devsite-nav-item-title"> Open Source Databases </div> <div class="devsite-nav-item-description"> Fully managed open source databases with enterprise-grade support. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/sql-server" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/sql-server" track-metadata-position="nav - solutions" track-metadata-module="tertiary nav" tooltip track-name="sql server on google cloud" > <div class="devsite-nav-item-title"> SQL Server on Google Cloud </div> <div class="devsite-nav-item-description"> Options for running SQL Server virtual machines on Google Cloud. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/products/gemini/databases" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/products/gemini/databases" track-metadata-position="nav - solutions" track-metadata-module="tertiary nav" tooltip track-name="gemini for databases" > <div class="devsite-nav-item-title"> Gemini for Databases </div> <div class="devsite-nav-item-description"> Supercharge database development and management with AI. </div> </a> </li> </ul> </div> <div class="devsite-tabs-dropdown-column "> <ul class="devsite-tabs-dropdown-section cloud-dropdown-menu-heading devsite-nav-title-heading"> <li class="devsite-nav-item"> <a href="https://cloud.google.com/solutions/infrastructure-modernization" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/solutions/infrastructure-modernization" track-metadata-position="nav - solutions" track-metadata-module="tertiary nav" tooltip track-name="infrastructure modernization" > <div class="devsite-nav-item-icon-container" size="medium" > <picture> <img class="devsite-nav-item-icon" alt="" src="https://www.gstatic.com/cloud/images/navigation/forward.svg" srcset=" https://www.gstatic.com/cloud/images/navigation/forward.svg" sizes="100vw" loading="lazy" > </picture> </div> <div class="devsite-nav-item-title"> Infrastructure Modernization </div> <div class="devsite-nav-item-description"> Migrate quickly with solutions for SAP, VMware, Windows, Oracle, and other workloads. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/solutions/application-migration" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/solutions/application-migration" track-metadata-position="nav - solutions" track-metadata-module="tertiary nav" tooltip track-name="application migration" > <div class="devsite-nav-item-title"> Application Migration </div> <div class="devsite-nav-item-description"> Discovery and analysis tools for moving to the cloud. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/solutions/sap" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/solutions/sap" track-metadata-position="nav - solutions" track-metadata-module="tertiary nav" tooltip track-name="sap on google cloud" > <div class="devsite-nav-item-title"> SAP on Google Cloud </div> <div class="devsite-nav-item-description"> Certifications for running SAP applications and SAP HANA. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/solutions/hpc" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/solutions/hpc" track-metadata-position="nav - solutions" track-metadata-module="tertiary nav" tooltip track-name="high performance computing" > <div class="devsite-nav-item-title"> High Performance Computing </div> <div class="devsite-nav-item-description"> Compute, storage, and networking options to support any workload. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/windows" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/windows" track-metadata-position="nav - solutions" track-metadata-module="tertiary nav" tooltip track-name="windows on google cloud" > <div class="devsite-nav-item-title"> Windows on Google Cloud </div> <div class="devsite-nav-item-description"> Tools and partners for running Windows workloads. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/solutions/data-center-migration" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/solutions/data-center-migration" track-metadata-position="nav - solutions" track-metadata-module="tertiary nav" tooltip track-name="data center migration" > <div class="devsite-nav-item-title"> Data Center Migration </div> <div class="devsite-nav-item-description"> Migration solutions for VMs, apps, databases, and more. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/solutions/active-assist" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/solutions/active-assist" track-metadata-position="nav - solutions" track-metadata-module="tertiary nav" tooltip track-name="active assist" > <div class="devsite-nav-item-title"> Active Assist </div> <div class="devsite-nav-item-description"> Automatic cloud resource optimization and increased security. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/solutions/virtual-desktops" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/solutions/virtual-desktops" track-metadata-position="nav - solutions" track-metadata-module="tertiary nav" tooltip track-name="virtual desktops" > <div class="devsite-nav-item-title"> Virtual Desktops </div> <div class="devsite-nav-item-description"> Remote work solutions for desktops and applications (VDI & DaaS). </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/solutions/cloud-migration-program" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/solutions/cloud-migration-program" track-metadata-position="nav - solutions" track-metadata-module="tertiary nav" tooltip track-name="rapid migration program (ramp)" > <div class="devsite-nav-item-title"> Rapid Migration and Modernization Program </div> <div class="devsite-nav-item-description"> End-to-end migration program to simplify your path to the cloud. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/solutions/backup-dr" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/solutions/backup-dr" track-metadata-position="nav - solutions" track-metadata-module="tertiary nav" tooltip track-name="backup and disaster recovery" > <div class="devsite-nav-item-title"> Backup and Disaster Recovery </div> <div class="devsite-nav-item-description"> Ensure your business continuity needs are met. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/solutions/redhat" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/solutions/redhat" track-metadata-position="nav - solutions" track-metadata-module="tertiary nav" tooltip track-name="red hat on google cloud" > <div class="devsite-nav-item-title"> Red Hat on Google Cloud </div> <div class="devsite-nav-item-description"> Google and Red Hat provide an enterprise-grade platform for traditional on-prem and custom applications. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/solutions/cross-cloud-network" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/solutions/cross-cloud-network" track-metadata-position="nav - solutions" track-metadata-module="tertiary nav" tooltip track-name="cross cloud network" > <div class="devsite-nav-item-title"> Cross-Cloud Network </div> <div class="devsite-nav-item-description"> Simplify hybrid and multicloud networking, and secure your workloads, data, and users. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/solutions/observability" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/solutions/observability" track-metadata-position="nav - solutions" track-metadata-module="tertiary nav" tooltip track-name="observability" > <div class="devsite-nav-item-title"> Observability </div> <div class="devsite-nav-item-description"> Monitor, troubleshoot, and improve app performance with end-to-end visibility. </div> </a> </li> </ul> </div> <div class="devsite-tabs-dropdown-column "> <ul class="devsite-tabs-dropdown-section cloud-dropdown-menu-heading devsite-nav-title-heading"> <li class="devsite-nav-item"> <a href="https://workspace.google.com/enterprise/" track-type="nav" track-metadata-eventdetail="https://workspace.google.com/enterprise/" track-metadata-position="nav - solutions" track-metadata-module="tertiary nav" tooltip track-name="productivity and collaboration" target="_blank" > <div class="devsite-nav-item-icon-container" size="medium" > <picture> <img class="devsite-nav-item-icon" alt="" src="https://www.gstatic.com/cloud/images/navigation/forward.svg" srcset=" https://www.gstatic.com/cloud/images/navigation/forward.svg" sizes="100vw" loading="lazy" > </picture> </div> <div class="devsite-nav-item-title"> Productivity and Collaboration </div> <div class="devsite-nav-item-description"> Change the way teams work with solutions designed for humans and built for impact. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://workspace.google.com/solutions/enterprise/?enterprise-benefits_activeEl=connect" track-type="nav" track-metadata-eventdetail="https://workspace.google.com/solutions/enterprise/?enterprise-benefits_activeEl=connect" track-metadata-position="nav - solutions" track-metadata-module="tertiary nav" tooltip track-name="google workspace" target="_blank" > <div class="devsite-nav-item-title"> Google Workspace </div> <div class="devsite-nav-item-description"> Collaboration and productivity tools for enterprises. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://workspace.google.com/essentials/" track-type="nav" track-metadata-eventdetail="https://workspace.google.com/essentials/" track-metadata-position="nav - solutions" track-metadata-module="tertiary nav" tooltip track-name="google workspace essentials" target="_blank" > <div class="devsite-nav-item-title"> Google Workspace Essentials </div> <div class="devsite-nav-item-description"> Secure video meetings and modern collaboration for teams. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/identity" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/identity" track-metadata-position="nav - solutions" track-metadata-module="tertiary nav" tooltip track-name="cloud identity" > <div class="devsite-nav-item-title"> Cloud Identity </div> <div class="devsite-nav-item-description"> Unified platform for IT admins to manage user devices and apps. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://chromeenterprise.google/" track-type="nav" track-metadata-eventdetail="https://chromeenterprise.google/" track-metadata-position="nav - solutions" track-metadata-module="tertiary nav" tooltip track-name="chrome enterprise" target="_blank" > <div class="devsite-nav-item-title"> Chrome Enterprise </div> <div class="devsite-nav-item-description"> ChromeOS, Chrome Browser, and Chrome devices built for business. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://workspace.google.com/products/cloud-search/" track-type="nav" track-metadata-eventdetail="https://workspace.google.com/products/cloud-search/" track-metadata-position="nav - solutions" track-metadata-module="tertiary nav" tooltip target="_blank" track-name="cloud search" > <div class="devsite-nav-item-title"> Cloud Search </div> <div class="devsite-nav-item-description"> Enterprise search for employees to quickly find company information. </div> </a> </li> </ul> </div> <div class="devsite-tabs-dropdown-column "> <ul class="devsite-tabs-dropdown-section cloud-dropdown-menu-heading devsite-nav-title-heading"> <li class="devsite-nav-item"> <a href="https://cloud.google.com/solutions/security" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/solutions/security" track-metadata-position="nav - solutions" track-metadata-module="tertiary nav" tooltip track-name="security" > <div class="devsite-nav-item-icon-container" size="medium" > <picture> <img class="devsite-nav-item-icon" alt="" src="https://www.gstatic.com/cloud/images/navigation/forward.svg" srcset=" https://www.gstatic.com/cloud/images/navigation/forward.svg" sizes="100vw" loading="lazy" > </picture> </div> <div class="devsite-nav-item-title"> Security </div> <div class="devsite-nav-item-description"> Detect, investigate, and respond to online threats to help protect your business. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/solutions/security-analytics-and-operations" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/solutions/security-analytics-and-operations" track-metadata-position="nav - solutions" track-metadata-module="tertiary nav" tooltip track-name="security analytics and operations" > <div class="devsite-nav-item-title"> Security Analytics and Operations </div> <div class="devsite-nav-item-description"> Solution for analyzing petabytes of security telemetry. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/solutions/web-app-and-api-protection" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/solutions/web-app-and-api-protection" track-metadata-position="nav - solutions" track-metadata-module="tertiary nav" tooltip track-name="web app and api protection" > <div class="devsite-nav-item-title"> Web App and API Protection </div> <div class="devsite-nav-item-description"> Threat and fraud protection for your web applications and APIs. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/solutions/security-and-resilience" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/solutions/security-and-resilience" track-metadata-position="nav - solutions" track-metadata-module="tertiary nav" tooltip track-name="security and resilience framework" > <div class="devsite-nav-item-title"> Security and Resilience Framework </div> <div class="devsite-nav-item-description"> Solutions for each phase of the security and resilience life cycle. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/solutions/risk-and-compliance-as-code" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/solutions/risk-and-compliance-as-code" track-metadata-position="nav - solutions" track-metadata-module="tertiary nav" tooltip track-name="risk and compliance as code (rcac)" > <div class="devsite-nav-item-title"> Risk and compliance as code (RCaC) </div> <div class="devsite-nav-item-description"> Solution to modernize your governance, risk, and compliance function with automation. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/solutions/software-supply-chain-security" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/solutions/software-supply-chain-security" track-metadata-position="nav - solutions" track-metadata-module="tertiary nav" tooltip track-name="software supply chain security" > <div class="devsite-nav-item-title"> Software Supply Chain Security </div> <div class="devsite-nav-item-description"> Solution for improving end-to-end software supply chain security. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/solutions/security-foundation" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/solutions/security-foundation" track-metadata-position="nav - solutions" track-metadata-module="tertiary nav" tooltip track-name="security foundation" > <div class="devsite-nav-item-title"> Security Foundation </div> <div class="devsite-nav-item-description"> Recommended products to help achieve a strong security posture. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/solutions/secops-cybershield" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/solutions/secops-cybershield" track-metadata-position="nav - solutions" track-metadata-module="tertiary nav" tooltip track-name="google cloud cybershield" > <div class="devsite-nav-item-title"> Google Cloud Cybershield™ </div> <div class="devsite-nav-item-description"> Strengthen nationwide cyber defense. </div> </a> </li> </ul> </div> <div class="devsite-tabs-dropdown-column "> <ul class="devsite-tabs-dropdown-section cloud-dropdown-menu-heading devsite-nav-title-heading"> <li class="devsite-nav-item"> <a href="https://cloud.google.com/solutions#section-13" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/solutions#section-13" track-metadata-position="nav - solutions" track-metadata-module="tertiary nav" tooltip track-name="startups and smb" > <div class="devsite-nav-item-icon-container" size="medium" > <picture> <img class="devsite-nav-item-icon" alt="" src="https://www.gstatic.com/cloud/images/navigation/forward.svg" srcset=" https://www.gstatic.com/cloud/images/navigation/forward.svg" sizes="100vw" loading="lazy" > </picture> </div> <div class="devsite-nav-item-title"> Startups and SMB </div> <div class="devsite-nav-item-description"> Accelerate startup and SMB growth with tailored solutions and programs. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/startup" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/startup" track-metadata-position="nav - solutions" track-metadata-module="tertiary nav" tooltip track-name="startup program" > <div class="devsite-nav-item-title"> Startup Program </div> <div class="devsite-nav-item-description"> Get financial, business, and technical support to take your startup to the next level. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/solutions/smb" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/solutions/smb" track-metadata-position="nav - solutions" track-metadata-module="tertiary nav" tooltip track-name="small and medium business" > <div class="devsite-nav-item-title"> Small and Medium Business </div> <div class="devsite-nav-item-description"> Explore solutions for web hosting, app development, AI, and analytics. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/saas" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/saas" track-metadata-position="nav - solutions" track-metadata-module="tertiary nav" tooltip track-name="software as a service" > <div class="devsite-nav-item-title"> Software as a Service </div> <div class="devsite-nav-item-description"> Build better SaaS products, scale efficiently, and grow your business. </div> </a> </li> </ul> </div> </div> </div> </tab> <tab class="devsite-dropdown devsite-dropdown-full devsite-clickable devsite-generated-tab-menu"> <a href="https://cloud.google.com/products" track-metadata-eventdetail="https://cloud.google.com/products" class="devsite-tabs-content gc-analytics-event " track-type="nav" track-metadata-position="nav - products" track-metadata-module="primary nav" data-category="Site-Wide Custom Events" data-label="Tab: Products" track-name="products" track-type="globalNav" track-metadata-position="nav" track-metadata-eventDetail="nav" > Products </a> <a href="#" role="button" aria-haspopup="true" aria-expanded="false" aria-label="Dropdown menu for Products" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/products" track-metadata-position="nav - products" track-metadata-module="primary nav" data-category="Site-Wide Custom Events" data-label="Tab: Products" track-name="products" track-type="globalNav" track-metadata-position="nav" track-metadata-eventDetail="nav" class="devsite-tabs-dropdown-toggle devsite-icon devsite-icon-arrow-drop-down"></a> <div class="devsite-tabs-dropdown" aria-label="submenu" hidden> <button class="devsite-tabs-close-button material-icons button-flat gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Close dropdown menu" aria-label="Close dropdown menu" track-type="nav" track-name="close" track-metadata-eventdetail="#" track-metadata-position="nav - products" track-metadata-module="tertiary nav">close</button> <div class="devsite-tabs-dropdown-content"> <div class="devsite-tabs-dropdown-column "> <ul class="devsite-tabs-dropdown-section cloud-dropdown-menu-heading"> <li class="devsite-nav-title" role="heading" tooltip>Featured Products</li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/compute" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/compute" track-metadata-position="nav - products" track-metadata-module="tertiary nav" track-metadata-module_headline="featured products" tooltip track-name="compute engine" > <div class="devsite-nav-item-icon-container" size="medium" > <picture> <img class="devsite-nav-item-icon" alt="" src="https://www.gstatic.com/cloud/images/navigation/compute-engine.png" srcset=" https://www.gstatic.com/cloud/images/navigation/compute-engine.png" sizes="100vw" loading="lazy" > </picture> </div> <div class="devsite-nav-item-title"> Compute Engine </div> <div class="devsite-nav-item-description"> Virtual machines running in Google’s data center. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/storage" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/storage" track-metadata-position="nav - products" track-metadata-module="tertiary nav" track-metadata-module_headline="featured products" tooltip track-name="cloud storage" > <div class="devsite-nav-item-icon-container" size="medium" > <picture> <img class="devsite-nav-item-icon" alt="" src="https://www.gstatic.com/cloud/images/navigation/cloud-storage.png" srcset=" https://www.gstatic.com/cloud/images/navigation/cloud-storage.png" sizes="100vw" loading="lazy" > </picture> </div> <div class="devsite-nav-item-title"> Cloud Storage </div> <div class="devsite-nav-item-description"> Object storage that’s secure, durable, and scalable. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/bigquery" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/bigquery" track-metadata-position="nav - products" track-metadata-module="tertiary nav" track-metadata-module_headline="featured products" tooltip track-name="bigquery" > <div class="devsite-nav-item-icon-container" size="medium" > <picture> <img class="devsite-nav-item-icon" alt="" src="https://www.gstatic.com/cloud/images/navigation/bigquery.png" srcset=" https://www.gstatic.com/cloud/images/navigation/bigquery.png" sizes="100vw" loading="lazy" > </picture> </div> <div class="devsite-nav-item-title"> BigQuery </div> <div class="devsite-nav-item-description"> Data warehouse for business agility and insights. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/run" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/run" track-metadata-position="nav - products" track-metadata-module="tertiary nav" track-metadata-module_headline="featured products" tooltip track-name="cloud run" > <div class="devsite-nav-item-icon-container" size="medium" > <picture> <img class="devsite-nav-item-icon" alt="" src="https://www.gstatic.com/cloud/images/navigation/cloud-run.png" srcset=" https://www.gstatic.com/cloud/images/navigation/cloud-run.png" sizes="100vw" loading="lazy" > </picture> </div> <div class="devsite-nav-item-title"> Cloud Run </div> <div class="devsite-nav-item-description"> Fully managed environment for running containerized apps. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/kubernetes-engine" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/kubernetes-engine" track-metadata-position="nav - products" track-metadata-module="tertiary nav" track-metadata-module_headline="featured products" tooltip track-name="google kubernetes engine" > <div class="devsite-nav-item-icon-container" size="medium" > <picture> <img class="devsite-nav-item-icon" alt="" src="https://www.gstatic.com/cloud/images/navigation/kubernetes-engine.png" srcset=" https://www.gstatic.com/cloud/images/navigation/kubernetes-engine.png" sizes="100vw" loading="lazy" > </picture> </div> <div class="devsite-nav-item-title"> Google Kubernetes Engine </div> <div class="devsite-nav-item-description"> Managed environment for running containerized apps. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/vertex-ai" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/vertex-ai" track-metadata-position="nav - products" track-metadata-module="tertiary nav" track-metadata-module_headline="featured products" tooltip track-name="vertex ai" > <div class="devsite-nav-item-icon-container" size="medium" > <picture> <img class="devsite-nav-item-icon" alt="" src="https://www.gstatic.com/cloud/images/navigation/vertex-ai.png" srcset=" https://www.gstatic.com/cloud/images/navigation/vertex-ai.png" sizes="100vw" loading="lazy" > </picture> </div> <div class="devsite-nav-item-title"> Vertex AI </div> <div class="devsite-nav-item-description"> Unified platform for ML models and generative AI. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/looker" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/looker" track-metadata-position="nav - products" track-metadata-module="tertiary nav" track-metadata-module_headline="featured products" tooltip track-name="looker" > <div class="devsite-nav-item-icon-container" size="medium" > <picture> <img class="devsite-nav-item-icon" alt="" src="https://www.gstatic.com/cloud/images/navigation/looker.png" srcset=" https://www.gstatic.com/cloud/images/navigation/looker.png" sizes="100vw" loading="lazy" > </picture> </div> <div class="devsite-nav-item-title"> Looker </div> <div class="devsite-nav-item-description"> Platform for BI, data applications, and embedded analytics. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/apigee" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/apigee" track-metadata-position="nav - products" track-metadata-module="tertiary nav" track-metadata-module_headline="featured products" tooltip track-name="apigee api management" > <div class="devsite-nav-item-icon-container" size="medium" > <picture> <img class="devsite-nav-item-icon" alt="" src="https://www.gstatic.com/cloud/images/navigation/apigee.png" srcset=" https://www.gstatic.com/cloud/images/navigation/apigee.png" sizes="100vw" loading="lazy" > </picture> </div> <div class="devsite-nav-item-title"> Apigee API Management </div> <div class="devsite-nav-item-description"> Manage the full life cycle of APIs anywhere with visibility and control. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/sql" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/sql" track-metadata-position="nav - products" track-metadata-module="tertiary nav" track-metadata-module_headline="featured products" tooltip track-name="cloud sql" > <div class="devsite-nav-item-icon-container" size="medium" > <picture> <img class="devsite-nav-item-icon" alt="" src="https://www.gstatic.com/cloud/images/navigation/cloud-sql.png" srcset=" https://www.gstatic.com/cloud/images/navigation/cloud-sql.png" sizes="100vw" loading="lazy" > </picture> </div> <div class="devsite-nav-item-title"> Cloud SQL </div> <div class="devsite-nav-item-description"> Relational database services for MySQL, PostgreSQL and SQL Server. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/ai/gemini" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/ai/gemini" track-metadata-position="nav - products" track-metadata-module="tertiary nav" track-metadata-module_headline="featured products" tooltip track-name="gemini" > <div class="devsite-nav-item-icon-container" size="medium" > <picture> <img class="devsite-nav-item-icon" alt="" src="https://www.gstatic.com/cloud/images/navigation/gemini.png" srcset=" https://www.gstatic.com/cloud/images/navigation/gemini.png" sizes="100vw" loading="lazy" > </picture> </div> <div class="devsite-nav-item-title"> Gemini </div> <div class="devsite-nav-item-description"> Google Cloud products powered by Gemini. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/cdn" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/cdn" track-metadata-position="nav - products" track-metadata-module="tertiary nav" track-metadata-module_headline="featured products" tooltip track-name="cloud cdn" > <div class="devsite-nav-item-icon-container" size="medium" > <picture> <img class="devsite-nav-item-icon" alt="" src="https://www.gstatic.com/cloud/images/navigation/networking.png" srcset=" https://www.gstatic.com/cloud/images/navigation/networking.png" sizes="100vw" loading="lazy" > </picture> </div> <div class="devsite-nav-item-title"> Cloud CDN </div> <div class="devsite-nav-item-description"> Content delivery network for delivering web and video. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section cloud-dropdown-top-border dropdown-tabbed-menu-button-target"> <li class="devsite-nav-description">Not seeing what you're looking for?</li> <li class="devsite-nav-item"> <a href="https://cloud.google.com/products#featured-products/" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/products#featured-products/" track-metadata-position="nav - products" track-metadata-module="tertiary nav" track-metadata-module_headline="featured products" tooltip track-name="see all products (100+)" > <div class="devsite-nav-item-title"> See all products (100+) </div> </a> </li> </ul> </div> <div class="devsite-tabs-dropdown-column "> <ul class="devsite-tabs-dropdown-section cloud-dropdown-menu-heading devsite-nav-title-heading"> <li class="devsite-nav-item"> <a href="https://cloud.google.com/products/ai" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/products/ai" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="ai and machine learning" > <div class="devsite-nav-item-icon-container" size="medium" > <picture> <img class="devsite-nav-item-icon" alt="" src="https://www.gstatic.com/cloud/images/navigation/forward.svg" srcset=" https://www.gstatic.com/cloud/images/navigation/forward.svg" sizes="100vw" loading="lazy" > </picture> </div> <div class="devsite-nav-item-title"> AI and Machine Learning </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/vertex-ai" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/vertex-ai" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="vertex ai platform" > <div class="devsite-nav-item-title"> Vertex AI Platform </div> <div class="devsite-nav-item-description"> Unified platform for ML models and generative AI. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/generative-ai-studio" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/generative-ai-studio" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="vertex ai studio" > <div class="devsite-nav-item-title"> Vertex AI Studio </div> <div class="devsite-nav-item-description"> Build, tune, and deploy foundation models on Vertex AI. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/products/agent-builder" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/products/agent-builder" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="vertex ai agent builder" > <div class="devsite-nav-item-title"> Vertex AI Agent Builder </div> <div class="devsite-nav-item-description"> Build and deploy gen AI experiences. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/products/conversational-agents" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/products/conversational-agents" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="conversational-agents" > <div class="devsite-nav-item-title"> Conversational Agents </div> <div class="devsite-nav-item-description"> Build conversational AI with both deterministic and gen AI functionality. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/enterprise-search" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/enterprise-search" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="enterprise-search" > <div class="devsite-nav-item-title"> Vertex AI Search </div> <div class="devsite-nav-item-description"> Build Google-quality search for your enterprise apps and experiences. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/speech-to-text" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/speech-to-text" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="speech-to-text" > <div class="devsite-nav-item-title"> Speech-to-Text </div> <div class="devsite-nav-item-description"> Speech recognition and transcription across 125 languages. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/text-to-speech" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/text-to-speech" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="text-to-speech" > <div class="devsite-nav-item-title"> Text-to-Speech </div> <div class="devsite-nav-item-description"> Speech synthesis in 220+ voices and 40+ languages. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/translate" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/translate" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="translation ai" > <div class="devsite-nav-item-title"> Translation AI </div> <div class="devsite-nav-item-description"> Language detection, translation, and glossary support. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/document-ai" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/document-ai" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="document ai" > <div class="devsite-nav-item-title"> Document AI </div> <div class="devsite-nav-item-description"> Document processing and data capture automated at scale. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/vision" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/vision" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="vision ai" > <div class="devsite-nav-item-title"> Vision AI </div> <div class="devsite-nav-item-description"> Custom and pre-trained models to detect emotion, text, and more. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/solutions/contact-center-ai-platform" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/solutions/contact-center-ai-platform" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="contact center ai" > <div class="devsite-nav-item-title"> Contact Center as a Service </div> <div class="devsite-nav-item-description"> Omnichannel contact center solution that is native to the cloud. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section cloud-dropdown-top-border"> <li class="devsite-nav-description">Not seeing what you're looking for?</li> <li class="devsite-nav-item"> <a href="https://cloud.google.com/products?pds=CAE#ai-and-machine-learning" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/products?pds=CAE#ai-and-machine-learning" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="see all ai and machine learning products" > <div class="devsite-nav-item-title"> See all AI and machine learning products </div> </a> </li> </ul> </div> <div class="devsite-tabs-dropdown-column "> <ul class="devsite-tabs-dropdown-section cloud-dropdown-menu-heading"> <li class="devsite-nav-title" role="heading" tooltip>Business Intelligence</li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/looker" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/looker" track-metadata-position="nav - products" track-metadata-module="tertiary nav" track-metadata-module_headline="business intelligence" tooltip track-name="looker" > <div class="devsite-nav-item-title"> Looker </div> <div class="devsite-nav-item-description"> Platform for BI, data applications, and embedded analytics. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/looker-studio" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/looker-studio" track-metadata-position="nav - products" track-metadata-module="tertiary nav" track-metadata-module_headline="business intelligence" tooltip track-name="looker studio" > <div class="devsite-nav-item-title"> Looker Studio </div> <div class="devsite-nav-item-description"> Interactive data suite for dashboarding, reporting, and analytics. </div> </a> </li> </ul> </div> <div class="devsite-tabs-dropdown-column "> <ul class="devsite-tabs-dropdown-section cloud-dropdown-menu-heading devsite-nav-title-heading"> <li class="devsite-nav-item"> <a href="https://cloud.google.com/products/compute" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/products/compute" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="compute" > <div class="devsite-nav-item-icon-container" size="medium" > <picture> <img class="devsite-nav-item-icon" alt="" src="https://www.gstatic.com/cloud/images/navigation/forward.svg" srcset=" https://www.gstatic.com/cloud/images/navigation/forward.svg" sizes="100vw" loading="lazy" > </picture> </div> <div class="devsite-nav-item-title"> Compute </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/compute" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/compute" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="compute engine" > <div class="devsite-nav-item-title"> Compute Engine </div> <div class="devsite-nav-item-description"> Virtual machines running in Google’s data center. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/appengine" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/appengine" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="app engine" > <div class="devsite-nav-item-title"> App Engine </div> <div class="devsite-nav-item-description"> Serverless application platform for apps and back ends. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/gpu" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/gpu" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="cloud gpus" > <div class="devsite-nav-item-title"> Cloud GPUs </div> <div class="devsite-nav-item-description"> GPUs for ML, scientific computing, and 3D visualization. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/migrate/virtual-machines" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/migrate/virtual-machines" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="migrate to virtual machines" > <div class="devsite-nav-item-title"> Migrate to Virtual Machines </div> <div class="devsite-nav-item-description"> Server and virtual machine migration to Compute Engine. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/spot-vms" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/spot-vms" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="spot vms" > <div class="devsite-nav-item-title"> Spot VMs </div> <div class="devsite-nav-item-description"> Compute instances for batch jobs and fault-tolerant workloads. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/batch" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/batch" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="batch" > <div class="devsite-nav-item-title"> Batch </div> <div class="devsite-nav-item-description"> Fully managed service for scheduling batch jobs. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/compute/docs/nodes/sole-tenant-nodes" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/compute/docs/nodes/sole-tenant-nodes" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="sole-tenant nodes" > <div class="devsite-nav-item-title"> Sole-Tenant Nodes </div> <div class="devsite-nav-item-description"> Dedicated hardware for compliance, licensing, and management. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/bare-metal" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/bare-metal" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="bare metal" > <div class="devsite-nav-item-title"> Bare Metal </div> <div class="devsite-nav-item-description"> Infrastructure to run specialized workloads on Google Cloud. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/recommender" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/recommender" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="recommender" > <div class="devsite-nav-item-title"> Recommender </div> <div class="devsite-nav-item-description"> Usage recommendations for Google Cloud products and services. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/vmware-engine" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/vmware-engine" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="vmware engine" > <div class="devsite-nav-item-title"> VMware Engine </div> <div class="devsite-nav-item-description"> Fully managed, native VMware Cloud Foundation software stack. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/run" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/run" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="cloud run" > <div class="devsite-nav-item-title"> Cloud Run </div> <div class="devsite-nav-item-description"> Fully managed environment for running containerized apps. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section cloud-dropdown-top-border"> <li class="devsite-nav-description">Not seeing what you're looking for?</li> <li class="devsite-nav-item"> <a href="https://cloud.google.com/products?pds=CAUSAQw#compute" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/products?pds=CAUSAQw#compute" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="see all compute products" > <div class="devsite-nav-item-title"> See all compute products </div> </a> </li> </ul> </div> <div class="devsite-tabs-dropdown-column "> <ul class="devsite-tabs-dropdown-section cloud-dropdown-menu-heading devsite-nav-title-heading"> <li class="devsite-nav-item"> <a href="https://cloud.google.com/containers" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/containers" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="containers" > <div class="devsite-nav-item-icon-container" size="medium" > <picture> <img class="devsite-nav-item-icon" alt="" src="https://www.gstatic.com/cloud/images/navigation/forward.svg" srcset=" https://www.gstatic.com/cloud/images/navigation/forward.svg" sizes="100vw" loading="lazy" > </picture> </div> <div class="devsite-nav-item-title"> Containers </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/kubernetes-engine" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/kubernetes-engine" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="google kubernetes engine" > <div class="devsite-nav-item-title"> Google Kubernetes Engine </div> <div class="devsite-nav-item-description"> Managed environment for running containerized apps. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/run" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/run" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="cloud run" > <div class="devsite-nav-item-title"> Cloud Run </div> <div class="devsite-nav-item-description"> Fully managed environment for running containerized apps. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/build" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/build" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="cloud build" > <div class="devsite-nav-item-title"> Cloud Build </div> <div class="devsite-nav-item-description"> Solution for running build steps in a Docker container. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/artifact-registry" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/artifact-registry" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="artifact registry" > <div class="devsite-nav-item-title"> Artifact Registry </div> <div class="devsite-nav-item-description"> Package manager for build artifacts and dependencies. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/code" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/code" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="cloud code" > <div class="devsite-nav-item-title"> Cloud Code </div> <div class="devsite-nav-item-description"> IDE support to write, run, and debug Kubernetes applications. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/deploy" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/deploy" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="cloud deploy" > <div class="devsite-nav-item-title"> Cloud Deploy </div> <div class="devsite-nav-item-description"> Fully managed continuous delivery to GKE and Cloud Run. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/migrate/containers" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/migrate/containers" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="migrate to containers" > <div class="devsite-nav-item-title"> Migrate to Containers </div> <div class="devsite-nav-item-description"> Components for migrating VMs into system containers on GKE. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/deep-learning-containers" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/deep-learning-containers" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="deep learning containers" > <div class="devsite-nav-item-title"> Deep Learning Containers </div> <div class="devsite-nav-item-description"> Containers with data science frameworks, libraries, and tools. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/knative" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/knative" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="knative" > <div class="devsite-nav-item-title"> Knative </div> <div class="devsite-nav-item-description"> Components to create Kubernetes-native cloud-based software. </div> </a> </li> </ul> </div> <div class="devsite-tabs-dropdown-column "> <ul class="devsite-tabs-dropdown-section cloud-dropdown-menu-heading devsite-nav-title-heading"> <li class="devsite-nav-item"> <a href="https://cloud.google.com/solutions/smart-analytics" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/solutions/smart-analytics" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="data analytics" > <div class="devsite-nav-item-icon-container" size="medium" > <picture> <img class="devsite-nav-item-icon" alt="" src="https://www.gstatic.com/cloud/images/navigation/forward.svg" srcset=" https://www.gstatic.com/cloud/images/navigation/forward.svg" sizes="100vw" loading="lazy" > </picture> </div> <div class="devsite-nav-item-title"> Data Analytics </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/bigquery" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/bigquery" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="bigquery" > <div class="devsite-nav-item-title"> BigQuery </div> <div class="devsite-nav-item-description"> Data warehouse for business agility and insights. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/looker" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/looker" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="looker" > <div class="devsite-nav-item-title"> Looker </div> <div class="devsite-nav-item-description"> Platform for BI, data applications, and embedded analytics. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/dataflow" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/dataflow" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="dataflow" > <div class="devsite-nav-item-title"> Dataflow </div> <div class="devsite-nav-item-description"> Streaming analytics for stream and batch processing. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/pubsub" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/pubsub" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="pub/sub" > <div class="devsite-nav-item-title"> Pub/Sub </div> <div class="devsite-nav-item-description"> Messaging service for event ingestion and delivery. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/dataproc" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/dataproc" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="dataproc" > <div class="devsite-nav-item-title"> Dataproc </div> <div class="devsite-nav-item-description"> Service for running Apache Spark and Apache Hadoop clusters. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/data-fusion" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/data-fusion" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="cloud data fusion" > <div class="devsite-nav-item-title"> Cloud Data Fusion </div> <div class="devsite-nav-item-description"> Data integration for building and managing data pipelines. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/composer" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/composer" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="cloud composer" > <div class="devsite-nav-item-title"> Cloud Composer </div> <div class="devsite-nav-item-description"> Workflow orchestration service built on Apache Airflow. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/biglake" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/biglake" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="biglake" > <div class="devsite-nav-item-title"> BigLake </div> <div class="devsite-nav-item-description"> Storage engine to query multi-format and multimodal data. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/dataplex" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/dataplex" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="dataplex" > <div class="devsite-nav-item-title"> Dataplex </div> <div class="devsite-nav-item-description"> Intelligent data fabric for unifying data management across silos. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/dataform" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/dataform" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="dataform" > <div class="devsite-nav-item-title"> Dataform </div> <div class="devsite-nav-item-description"> Build, version control, and deploy SQL workflows in BigQuery. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/analytics-hub" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/analytics-hub" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="analytics hub" > <div class="devsite-nav-item-title"> Analytics Hub </div> <div class="devsite-nav-item-description"> Service for securely and efficiently exchanging data analytics assets. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section cloud-dropdown-top-border"> <li class="devsite-nav-description">Not seeing what you're looking for?</li> <li class="devsite-nav-item"> <a href="https://cloud.google.com/products?pds=CAQ#data-analytics" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/products?pds=CAQ#data-analytics" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="see all data analytics products" > <div class="devsite-nav-item-title"> See all data analytics products </div> </a> </li> </ul> </div> <div class="devsite-tabs-dropdown-column "> <ul class="devsite-tabs-dropdown-section cloud-dropdown-menu-heading devsite-nav-title-heading"> <li class="devsite-nav-item"> <a href="https://cloud.google.com/products/databases" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/products/databases" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="databases" > <div class="devsite-nav-item-icon-container" size="medium" > <picture> <img class="devsite-nav-item-icon" alt="" src="https://www.gstatic.com/cloud/images/navigation/forward.svg" srcset=" https://www.gstatic.com/cloud/images/navigation/forward.svg" sizes="100vw" loading="lazy" > </picture> </div> <div class="devsite-nav-item-title"> Databases </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/alloydb" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/alloydb" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="alloydb for postgresql" > <div class="devsite-nav-item-title"> AlloyDB for PostgreSQL </div> <div class="devsite-nav-item-description"> Fully managed, PostgreSQL-compatible database for enterprise workloads. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/sql" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/sql" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="cloud sql" > <div class="devsite-nav-item-title"> Cloud SQL </div> <div class="devsite-nav-item-description"> Fully managed database for MySQL, PostgreSQL, and SQL Server. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/firestore" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/firestore" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="firestore" > <div class="devsite-nav-item-title"> Firestore </div> <div class="devsite-nav-item-description"> Cloud-native document database for building rich mobile, web, and IoT apps. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/spanner" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/spanner" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="spanner" > <div class="devsite-nav-item-title"> Spanner </div> <div class="devsite-nav-item-description"> Cloud-native relational database with unlimited scale and 99.999% availability. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/bigtable" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/bigtable" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="bigtable" > <div class="devsite-nav-item-title"> Bigtable </div> <div class="devsite-nav-item-description"> Cloud-native wide-column database for large-scale, low-latency workloads. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/datastream" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/datastream" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="datastream" > <div class="devsite-nav-item-title"> Datastream </div> <div class="devsite-nav-item-description"> Serverless change data capture and replication service. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/database-migration" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/database-migration" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="database migration service" > <div class="devsite-nav-item-title"> Database Migration Service </div> <div class="devsite-nav-item-description"> Serverless, minimal downtime migrations to Cloud SQL. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/bare-metal" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/bare-metal" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="bare metal solution" > <div class="devsite-nav-item-title"> Bare Metal Solution </div> <div class="devsite-nav-item-description"> Fully managed infrastructure for your Oracle workloads. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/memorystore" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/memorystore" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="memorystore" > <div class="devsite-nav-item-title"> Memorystore </div> <div class="devsite-nav-item-description"> Fully managed Redis and Memcached for sub-millisecond data access. </div> </a> </li> </ul> </div> <div class="devsite-tabs-dropdown-column "> <ul class="devsite-tabs-dropdown-section cloud-dropdown-menu-heading devsite-nav-title-heading"> <li class="devsite-nav-item"> <a href="https://cloud.google.com/products/tools" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/products/tools" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="developer tools" > <div class="devsite-nav-item-icon-container" size="medium" > <picture> <img class="devsite-nav-item-icon" alt="" src="https://www.gstatic.com/cloud/images/navigation/forward.svg" srcset=" https://www.gstatic.com/cloud/images/navigation/forward.svg" sizes="100vw" loading="lazy" > </picture> </div> <div class="devsite-nav-item-title"> Developer Tools </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/artifact-registry" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/artifact-registry" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="artifact registry" > <div class="devsite-nav-item-title"> Artifact Registry </div> <div class="devsite-nav-item-description"> Universal package manager for build artifacts and dependencies. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/code" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/code" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="cloud code" > <div class="devsite-nav-item-title"> Cloud Code </div> <div class="devsite-nav-item-description"> IDE support to write, run, and debug Kubernetes applications. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/build" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/build" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="cloud build" > <div class="devsite-nav-item-title"> Cloud Build </div> <div class="devsite-nav-item-description"> Continuous integration and continuous delivery platform. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/deploy" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/deploy" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="cloud deploy" > <div class="devsite-nav-item-title"> Cloud Deploy </div> <div class="devsite-nav-item-description"> Fully managed continuous delivery to GKE and Cloud Run. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/deployment-manager/docs" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/deployment-manager/docs" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="cloud deployment manager" > <div class="devsite-nav-item-title"> Cloud Deployment Manager </div> <div class="devsite-nav-item-description"> Service for creating and managing Google Cloud resources. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/sdk" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/sdk" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="cloud sdk" > <div class="devsite-nav-item-title"> Cloud SDK </div> <div class="devsite-nav-item-description"> Command-line tools and libraries for Google Cloud. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/scheduler" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/scheduler" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="cloud scheduler" > <div class="devsite-nav-item-title"> Cloud Scheduler </div> <div class="devsite-nav-item-description"> Cron job scheduler for task automation and management. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/source-repositories" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/source-repositories" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="cloud source repositories" > <div class="devsite-nav-item-title"> Cloud Source Repositories </div> <div class="devsite-nav-item-description"> Private Git repository to store, manage, and track code. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/infrastructure-manager" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/infrastructure-manager" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="infrastructure manager" > <div class="devsite-nav-item-title"> Infrastructure Manager </div> <div class="devsite-nav-item-description"> Automate infrastructure management with Terraform. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/workstations" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/workstations" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="cloud workstations" > <div class="devsite-nav-item-title"> Cloud Workstations </div> <div class="devsite-nav-item-description"> Managed and secure development environments in the cloud. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/products/gemini/code-assist" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/products/gemini/code-assist" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="gemini code assist" > <div class="devsite-nav-item-title"> Gemini Code Assist </div> <div class="devsite-nav-item-description"> AI-powered assistant available across Google Cloud and your IDE. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section cloud-dropdown-top-border"> <li class="devsite-nav-description">Not seeing what you're looking for?</li> <li class="devsite-nav-item"> <a href="https://cloud.google.com/products?pds=CAI#developer-tools" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/products?pds=CAI#developer-tools" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="see all developer tools" > <div class="devsite-nav-item-title"> See all developer tools </div> </a> </li> </ul> </div> <div class="devsite-tabs-dropdown-column "> <ul class="devsite-tabs-dropdown-section cloud-dropdown-menu-heading devsite-nav-title-heading"> <li class="devsite-nav-item"> <a href="https://cloud.google.com/distributed-cloud" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/distributed-cloud" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="distributed cloud" > <div class="devsite-nav-item-icon-container" size="medium" > <picture> <img class="devsite-nav-item-icon" alt="" src="https://www.gstatic.com/cloud/images/navigation/forward.svg" srcset=" https://www.gstatic.com/cloud/images/navigation/forward.svg" sizes="100vw" loading="lazy" > </picture> </div> <div class="devsite-nav-item-title"> Distributed Cloud </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/distributed-cloud-edge" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/distributed-cloud-edge" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="google distributed cloud connected" > <div class="devsite-nav-item-title"> Google Distributed Cloud Connected </div> <div class="devsite-nav-item-description"> Distributed cloud services for edge workloads. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/distributed-cloud-hosted" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/distributed-cloud-hosted" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="google distributed cloud air-gapped" > <div class="devsite-nav-item-title"> Google Distributed Cloud Air-gapped </div> <div class="devsite-nav-item-description"> Distributed cloud for air-gapped workloads. </div> </a> </li> </ul> </div> <div class="devsite-tabs-dropdown-column "> <ul class="devsite-tabs-dropdown-section cloud-dropdown-menu-heading"> <li class="devsite-nav-title" role="heading" tooltip>Hybrid and Multicloud</li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/kubernetes-engine" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/kubernetes-engine" track-metadata-position="nav - products" track-metadata-module="tertiary nav" track-metadata-module_headline="hybrid and multicloud" tooltip track-name="google kubernetes engine" > <div class="devsite-nav-item-title"> Google Kubernetes Engine </div> <div class="devsite-nav-item-description"> Managed environment for running containerized apps. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/apigee" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/apigee" track-metadata-position="nav - products" track-metadata-module="tertiary nav" track-metadata-module_headline="hybrid and multicloud" tooltip track-name="apigee api management" > <div class="devsite-nav-item-title"> Apigee API Management </div> <div class="devsite-nav-item-description"> API management, development, and security platform. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/migrate/containers" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/migrate/containers" track-metadata-position="nav - products" track-metadata-module="tertiary nav" track-metadata-module_headline="hybrid and multicloud" tooltip track-name="migrate to containers" > <div class="devsite-nav-item-title"> Migrate to Containers </div> <div class="devsite-nav-item-description"> Tool to move workloads and existing applications to GKE. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/traffic-director" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/traffic-director" track-metadata-position="nav - products" track-metadata-module="tertiary nav" track-metadata-module_headline="hybrid and multicloud" tooltip track-name="traffic director" > <div class="devsite-nav-item-title"> Traffic Director </div> <div class="devsite-nav-item-description"> Traffic control pane and management for open service mesh. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/build" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/build" track-metadata-position="nav - products" track-metadata-module="tertiary nav" track-metadata-module_headline="hybrid and multicloud" tooltip track-name="cloud build" > <div class="devsite-nav-item-title"> Cloud Build </div> <div class="devsite-nav-item-description"> Service for executing builds on Google Cloud infrastructure. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/products/operations" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/products/operations" track-metadata-position="nav - products" track-metadata-module="tertiary nav" track-metadata-module_headline="hybrid and multicloud" tooltip track-name="operations" > <div class="devsite-nav-item-title"> Operations </div> <div class="devsite-nav-item-description"> Monitoring, logging, and application performance suite. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/distributed-cloud" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/distributed-cloud" track-metadata-position="nav - products" track-metadata-module="tertiary nav" track-metadata-module_headline="hybrid and multicloud" tooltip track-name="google distributed cloud" > <div class="devsite-nav-item-title"> Google Distributed Cloud </div> <div class="devsite-nav-item-description"> Fully managed solutions for the edge and data centers. </div> </a> </li> </ul> </div> <div class="devsite-tabs-dropdown-column "> <ul class="devsite-tabs-dropdown-section cloud-dropdown-menu-heading"> <li class="devsite-nav-title" role="heading" tooltip>Industry Specific</li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/anti-money-laundering-ai" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/anti-money-laundering-ai" track-metadata-position="nav - products" track-metadata-module="tertiary nav" track-metadata-module_headline="industry specific" tooltip track-name="anti money laundering ai" > <div class="devsite-nav-item-title"> Anti Money Laundering AI </div> <div class="devsite-nav-item-description"> Detect suspicious, potential money laundering activity with AI. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/healthcare-api" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/healthcare-api" track-metadata-position="nav - products" track-metadata-module="tertiary nav" track-metadata-module_headline="industry specific" tooltip track-name="cloud healthcare api" > <div class="devsite-nav-item-title"> Cloud Healthcare API </div> <div class="devsite-nav-item-description"> Solution for bridging existing care systems and apps on Google Cloud. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/device-connect" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/device-connect" track-metadata-position="nav - products" track-metadata-module="tertiary nav" track-metadata-module_headline="industry specific" tooltip track-name="device connect for fitbit" > <div class="devsite-nav-item-title"> Device Connect for Fitbit </div> <div class="devsite-nav-item-description"> Gain a 360-degree patient view with connected Fitbit data on Google Cloud. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/telecom-network-automation" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/telecom-network-automation" track-metadata-position="nav - products" track-metadata-module="tertiary nav" track-metadata-module_headline="industry specific" tooltip track-name="telecom network automation" > <div class="devsite-nav-item-title"> Telecom Network Automation </div> <div class="devsite-nav-item-description"> Ready to use cloud-native automation for telecom networks. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/telecom-data-fabric" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/telecom-data-fabric" track-metadata-position="nav - products" track-metadata-module="tertiary nav" track-metadata-module_headline="industry specific" tooltip track-name="telecom data fabric" > <div class="devsite-nav-item-title"> Telecom Data Fabric </div> <div class="devsite-nav-item-description"> Telecom data management and analytics with an automated approach. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/telecom-subscriber-insights" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/telecom-subscriber-insights" track-metadata-position="nav - products" track-metadata-module="tertiary nav" track-metadata-module_headline="industry specific" tooltip track-name="telecom subscriber insights" > <div class="devsite-nav-item-title"> Telecom Subscriber Insights </div> <div class="devsite-nav-item-description"> Ingests data to improve subscriber acquisition and retention. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/spectrum-access-system" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/spectrum-access-system" track-metadata-position="nav - products" track-metadata-module="tertiary nav" track-metadata-module_headline="industry specific" tooltip track-name="spectrum access system (sas)" > <div class="devsite-nav-item-title"> Spectrum Access System (SAS) </div> <div class="devsite-nav-item-description"> Controls fundamental access to the Citizens Broadband Radio Service (CBRS). </div> </a> </li> </ul> </div> <div class="devsite-tabs-dropdown-column "> <ul class="devsite-tabs-dropdown-section cloud-dropdown-menu-heading devsite-nav-title-heading"> <li class="devsite-nav-item"> <a href="https://cloud.google.com/integration-services" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/integration-services" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="integration services" > <div class="devsite-nav-item-icon-container" size="medium" > <picture> <img class="devsite-nav-item-icon" alt="" src="https://www.gstatic.com/cloud/images/navigation/forward.svg" srcset=" https://www.gstatic.com/cloud/images/navigation/forward.svg" sizes="100vw" loading="lazy" > </picture> </div> <div class="devsite-nav-item-title"> Integration Services </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/application-integration" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/application-integration" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="application integration" > <div class="devsite-nav-item-title"> Application Integration </div> <div class="devsite-nav-item-description"> Connect to 3rd party apps and enable data consistency without code. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/workflows" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/workflows" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="workflows" > <div class="devsite-nav-item-title"> Workflows </div> <div class="devsite-nav-item-description"> Workflow orchestration for serverless products and API services. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/apigee" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/apigee" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="apigee api management" > <div class="devsite-nav-item-title"> Apigee API Management </div> <div class="devsite-nav-item-description"> Manage the full life cycle of APIs anywhere with visibility and control. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/tasks" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/tasks" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="cloud tasks" > <div class="devsite-nav-item-title"> Cloud Tasks </div> <div class="devsite-nav-item-description"> Task management service for asynchronous task execution. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/scheduler" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/scheduler" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="cloud scheduler" > <div class="devsite-nav-item-title"> Cloud Scheduler </div> <div class="devsite-nav-item-description"> Cron job scheduler for task automation and management. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/dataproc" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/dataproc" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="dataproc" > <div class="devsite-nav-item-title"> Dataproc </div> <div class="devsite-nav-item-description"> Service for running Apache Spark and Apache Hadoop clusters. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/data-fusion" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/data-fusion" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="cloud data fusion" > <div class="devsite-nav-item-title"> Cloud Data Fusion </div> <div class="devsite-nav-item-description"> Data integration for building and managing data pipelines. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/composer" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/composer" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="cloud composer" > <div class="devsite-nav-item-title"> Cloud Composer </div> <div class="devsite-nav-item-description"> Workflow orchestration service built on Apache Airflow. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/pubsub" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/pubsub" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="pub/sub" > <div class="devsite-nav-item-title"> Pub/Sub </div> <div class="devsite-nav-item-description"> Messaging service for event ingestion and delivery. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/eventarc/docs" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/eventarc/docs" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="eventarc" > <div class="devsite-nav-item-title"> Eventarc </div> <div class="devsite-nav-item-description"> Build an event-driven architecture that can connect any service. </div> </a> </li> </ul> </div> <div class="devsite-tabs-dropdown-column "> <ul class="devsite-tabs-dropdown-section cloud-dropdown-menu-heading devsite-nav-title-heading"> <li class="devsite-nav-item"> <a href="https://cloud.google.com/products/management" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/products/management" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="management tools" > <div class="devsite-nav-item-icon-container" size="medium" > <picture> <img class="devsite-nav-item-icon" alt="" src="https://www.gstatic.com/cloud/images/navigation/forward.svg" srcset=" https://www.gstatic.com/cloud/images/navigation/forward.svg" sizes="100vw" loading="lazy" > </picture> </div> <div class="devsite-nav-item-title"> Management Tools </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/shell" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/shell" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="cloud shell" > <div class="devsite-nav-item-title"> Cloud Shell </div> <div class="devsite-nav-item-description"> Interactive shell environment with a built-in command line. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/cloud-console" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/cloud-console" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="cloud console" > <div class="devsite-nav-item-title"> Cloud console </div> <div class="devsite-nav-item-description"> Web-based interface for managing and monitoring cloud apps. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/endpoints" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/endpoints" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="cloud endpoints" > <div class="devsite-nav-item-title"> Cloud Endpoints </div> <div class="devsite-nav-item-description"> Deployment and development management for APIs on Google Cloud. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/iam" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/iam" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="cloud iam" > <div class="devsite-nav-item-title"> Cloud IAM </div> <div class="devsite-nav-item-description"> Permissions management system for Google Cloud resources. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/apis" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/apis" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="cloud apis" > <div class="devsite-nav-item-title"> Cloud APIs </div> <div class="devsite-nav-item-description"> Programmatic interfaces for Google Cloud services. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/private-catalog" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/private-catalog" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="service catalog" > <div class="devsite-nav-item-title"> Service Catalog </div> <div class="devsite-nav-item-description"> Service catalog for admins managing internal enterprise solutions. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/cost-management" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/cost-management" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="cost management" > <div class="devsite-nav-item-title"> Cost Management </div> <div class="devsite-nav-item-description"> Tools for monitoring, controlling, and optimizing your costs. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/products/operations" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/products/operations" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="operations" > <div class="devsite-nav-item-title"> Operations </div> <div class="devsite-nav-item-description"> Monitoring, logging, and application performance suite. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/carbon-footprint" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/carbon-footprint" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="carbon footprint" > <div class="devsite-nav-item-title"> Carbon Footprint </div> <div class="devsite-nav-item-description"> Dashboard to view and export Google Cloud carbon emissions reports. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/config-connector/docs/overview" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/config-connector/docs/overview" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="config connector" > <div class="devsite-nav-item-title"> Config Connector </div> <div class="devsite-nav-item-description"> Kubernetes add-on for managing Google Cloud resources. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/solutions/active-assist" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/solutions/active-assist" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="active assist" > <div class="devsite-nav-item-title"> Active Assist </div> <div class="devsite-nav-item-description"> Tools for easily managing performance, security, and cost. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section cloud-dropdown-top-border"> <li class="devsite-nav-description">Not seeing what you're looking for?</li> <li class="devsite-nav-item"> <a href="https://cloud.google.com/products?pds=CAY#managment-tools" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/products?pds=CAY#managment-tools" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="see all management tools" > <div class="devsite-nav-item-title"> See all management tools </div> </a> </li> </ul> </div> <div class="devsite-tabs-dropdown-column "> <ul class="devsite-tabs-dropdown-section cloud-dropdown-menu-heading devsite-nav-title-heading"> <li class="devsite-nav-item"> <a href="https://cloud.google.com/solutions/geospatial" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/solutions/geospatial" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="maps and geospatial" > <div class="devsite-nav-item-icon-container" size="medium" > <picture> <img class="devsite-nav-item-icon" alt="" src="https://www.gstatic.com/cloud/images/navigation/forward.svg" srcset=" https://www.gstatic.com/cloud/images/navigation/forward.svg" sizes="100vw" loading="lazy" > </picture> </div> <div class="devsite-nav-item-title"> Maps and Geospatial </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/earth-engine" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/earth-engine" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="earth engine" > <div class="devsite-nav-item-title"> Earth Engine </div> <div class="devsite-nav-item-description"> Geospatial platform for Earth observation data and analysis. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://mapsplatform.google.com/" track-type="nav" track-metadata-eventdetail="https://mapsplatform.google.com/" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="google maps platform" > <div class="devsite-nav-item-title"> Google Maps Platform </div> <div class="devsite-nav-item-description"> Create immersive location experiences and improve business operations. </div> </a> </li> </ul> </div> <div class="devsite-tabs-dropdown-column "> <ul class="devsite-tabs-dropdown-section cloud-dropdown-menu-heading"> <li class="devsite-nav-title" role="heading" tooltip>Media Services</li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/cdn" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/cdn" track-metadata-position="nav - products" track-metadata-module="tertiary nav" track-metadata-module_headline="media services" tooltip track-name="cloud cdn" > <div class="devsite-nav-item-title"> Cloud CDN </div> <div class="devsite-nav-item-description"> Content delivery network for serving web and video content. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/livestream/docs" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/livestream/docs" track-metadata-position="nav - products" track-metadata-module="tertiary nav" track-metadata-module_headline="media services" tooltip track-name="live stream api" > <div class="devsite-nav-item-title"> Live Stream API </div> <div class="devsite-nav-item-description"> Service to convert live video and package for streaming. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/opencue" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/opencue" track-metadata-position="nav - products" track-metadata-module="tertiary nav" track-metadata-module_headline="media services" tooltip track-name="opencue" > <div class="devsite-nav-item-title"> OpenCue </div> <div class="devsite-nav-item-description"> Open source render manager for visual effects and animation. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/transcoder/docs" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/transcoder/docs" track-metadata-position="nav - products" track-metadata-module="tertiary nav" track-metadata-module_headline="media services" tooltip track-name="transcoder api" > <div class="devsite-nav-item-title"> Transcoder API </div> <div class="devsite-nav-item-description"> Convert video files and package them for optimized delivery. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/video-stitcher" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/video-stitcher" track-metadata-position="nav - products" track-metadata-module="tertiary nav" track-metadata-module_headline="media services" tooltip track-name="video stitcher api" > <div class="devsite-nav-item-title"> Video Stitcher API </div> <div class="devsite-nav-item-description"> Service for dynamic or server side ad insertion. </div> </a> </li> </ul> </div> <div class="devsite-tabs-dropdown-column "> <ul class="devsite-tabs-dropdown-section cloud-dropdown-menu-heading devsite-nav-title-heading"> <li class="devsite-nav-item"> <a href="https://cloud.google.com/products/cloud-migration" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/products/cloud-migration" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="migration" > <div class="devsite-nav-item-icon-container" size="medium" > <picture> <img class="devsite-nav-item-icon" alt="" src="https://www.gstatic.com/cloud/images/navigation/forward.svg" srcset=" https://www.gstatic.com/cloud/images/navigation/forward.svg" sizes="100vw" loading="lazy" > </picture> </div> <div class="devsite-nav-item-title"> Migration </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/migration-center/docs" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/migration-center/docs" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="migration center" > <div class="devsite-nav-item-title"> Migration Center </div> <div class="devsite-nav-item-description"> Unified platform for migrating and modernizing with Google Cloud. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/solutions/application-migration" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/solutions/application-migration" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="application migration" > <div class="devsite-nav-item-title"> Application Migration </div> <div class="devsite-nav-item-description"> App migration to the cloud for low-cost refresh cycles. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/migrate/virtual-machines" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/migrate/virtual-machines" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="migrate to virtual machines" > <div class="devsite-nav-item-title"> Migrate to Virtual Machines </div> <div class="devsite-nav-item-description"> Components for migrating VMs and physical servers to Compute Engine. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/foundation-toolkit" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/foundation-toolkit" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="cloud foundation toolkit" > <div class="devsite-nav-item-title"> Cloud Foundation Toolkit </div> <div class="devsite-nav-item-description"> Reference templates for Deployment Manager and Terraform. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/database-migration" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/database-migration" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="database migration service" > <div class="devsite-nav-item-title"> Database Migration Service </div> <div class="devsite-nav-item-description"> Serverless, minimal downtime migrations to Cloud SQL. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/migrate/containers" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/migrate/containers" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="migrate to containers" > <div class="devsite-nav-item-title"> Migrate to Containers </div> <div class="devsite-nav-item-description"> Components for migrating VMs into system containers on GKE. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/bigquery-transfer/docs/introduction" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/bigquery-transfer/docs/introduction" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="bigquery data transfer service" > <div class="devsite-nav-item-title"> BigQuery Data Transfer Service </div> <div class="devsite-nav-item-description"> Data import service for scheduling and moving data into BigQuery. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/solutions/cloud-migration-program" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/solutions/cloud-migration-program" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="rapid migration and modernization program" > <div class="devsite-nav-item-title"> Rapid Migration and Modernization Program </div> <div class="devsite-nav-item-description"> End-to-end migration program to simplify your path to the cloud. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/transfer-appliance/docs/4.0" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/transfer-appliance/docs/4.0" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="transfer appliance" > <div class="devsite-nav-item-title"> Transfer Appliance </div> <div class="devsite-nav-item-description"> Storage server for moving large volumes of data to Google Cloud. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/storage-transfer-service" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/storage-transfer-service" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="storage transfer service" > <div class="devsite-nav-item-title"> Storage Transfer Service </div> <div class="devsite-nav-item-description"> Data transfers from online and on-premises sources to Cloud Storage. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/vmware-engine" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/vmware-engine" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="vmware engine" > <div class="devsite-nav-item-title"> VMware Engine </div> <div class="devsite-nav-item-description"> Migrate and run your VMware workloads natively on Google Cloud. </div> </a> </li> </ul> </div> <div class="devsite-tabs-dropdown-column "> <ul class="devsite-tabs-dropdown-section cloud-dropdown-menu-heading"> <li class="devsite-nav-title" role="heading" tooltip>Mixed Reality</li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/immersive-stream/xr" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/immersive-stream/xr" track-metadata-position="nav - products" track-metadata-module="tertiary nav" track-metadata-module_headline="mixed reality" tooltip track-name="immersive stream for xr" > <div class="devsite-nav-item-title"> Immersive Stream for XR </div> <div class="devsite-nav-item-description"> Hosts, renders, and streams 3D and XR experiences. </div> </a> </li> </ul> </div> <div class="devsite-tabs-dropdown-column "> <ul class="devsite-tabs-dropdown-section cloud-dropdown-menu-heading devsite-nav-title-heading"> <li class="devsite-nav-item"> <a href="https://cloud.google.com/products/networking" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/products/networking" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="networking" > <div class="devsite-nav-item-icon-container" size="medium" > <picture> <img class="devsite-nav-item-icon" alt="" src="https://www.gstatic.com/cloud/images/navigation/forward.svg" srcset=" https://www.gstatic.com/cloud/images/navigation/forward.svg" sizes="100vw" loading="lazy" > </picture> </div> <div class="devsite-nav-item-title"> Networking </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/armor" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/armor" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="cloud armor" > <div class="devsite-nav-item-title"> Cloud Armor </div> <div class="devsite-nav-item-description"> Security policies and defense against web and DDoS attacks. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/cdn" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/cdn" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="cloud cdn and media cdn" > <div class="devsite-nav-item-title"> Cloud CDN and Media CDN </div> <div class="devsite-nav-item-description"> Content delivery network for serving web and video content. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/dns" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/dns" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="cloud dns" > <div class="devsite-nav-item-title"> Cloud DNS </div> <div class="devsite-nav-item-description"> Domain name system for reliable and low-latency name lookups. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/load-balancing" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/load-balancing" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="cloud load balancing" > <div class="devsite-nav-item-title"> Cloud Load Balancing </div> <div class="devsite-nav-item-description"> Service for distributing traffic across applications and regions. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/nat" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/nat" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="cloud nat" > <div class="devsite-nav-item-title"> Cloud NAT </div> <div class="devsite-nav-item-description"> NAT service for giving private instances internet access. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/hybrid-connectivity" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/hybrid-connectivity" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="cloud connectivity" > <div class="devsite-nav-item-title"> Cloud Connectivity </div> <div class="devsite-nav-item-description"> Connectivity options for VPN, peering, and enterprise needs. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/network-connectivity-center" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/network-connectivity-center" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="network connectivity center" > <div class="devsite-nav-item-title"> Network Connectivity Center </div> <div class="devsite-nav-item-description"> Connectivity management to help simplify and scale networks. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/network-intelligence-center" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/network-intelligence-center" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="network intelligence center" > <div class="devsite-nav-item-title"> Network Intelligence Center </div> <div class="devsite-nav-item-description"> Network monitoring, verification, and optimization platform. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/network-tiers" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/network-tiers" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="network service tiers" > <div class="devsite-nav-item-title"> Network Service Tiers </div> <div class="devsite-nav-item-description"> Cloud network options based on performance, availability, and cost. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/vpc" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/vpc" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="virtual private cloud" > <div class="devsite-nav-item-title"> Virtual Private Cloud </div> <div class="devsite-nav-item-description"> Single VPC for an entire organization, isolated within projects. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/private-service-connect" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/private-service-connect" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="private service connect" > <div class="devsite-nav-item-title"> Private Service Connect </div> <div class="devsite-nav-item-description"> Secure connection between your VPC and services. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section cloud-dropdown-top-border"> <li class="devsite-nav-description">Not seeing what you're looking for?</li> <li class="devsite-nav-item"> <a href="https://cloud.google.com/products?pds=CAUSAQ0#networking" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/products?pds=CAUSAQ0#networking" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="see all networking products" > <div class="devsite-nav-item-title"> See all networking products </div> </a> </li> </ul> </div> <div class="devsite-tabs-dropdown-column "> <ul class="devsite-tabs-dropdown-section cloud-dropdown-menu-heading devsite-nav-title-heading"> <li class="devsite-nav-item"> <a href="https://cloud.google.com/products/operations" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/products/operations" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="operations" > <div class="devsite-nav-item-icon-container" size="medium" > <picture> <img class="devsite-nav-item-icon" alt="" src="https://www.gstatic.com/cloud/images/navigation/forward.svg" srcset=" https://www.gstatic.com/cloud/images/navigation/forward.svg" sizes="100vw" loading="lazy" > </picture> </div> <div class="devsite-nav-item-title"> Operations </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/logging" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/logging" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="cloud logging" > <div class="devsite-nav-item-title"> Cloud Logging </div> <div class="devsite-nav-item-description"> Google Cloud audit, platform, and application logs management. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/monitoring" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/monitoring" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="cloud monitoring" > <div class="devsite-nav-item-title"> Cloud Monitoring </div> <div class="devsite-nav-item-description"> Infrastructure and application health with rich metrics. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/error-reporting" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/error-reporting" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="error reporting" > <div class="devsite-nav-item-title"> Error Reporting </div> <div class="devsite-nav-item-description"> Application error identification and analysis. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/debugger" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/debugger" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="cloud debugger" > <div class="devsite-nav-item-title"> Cloud Debugger </div> <div class="devsite-nav-item-description"> Real-time application state inspection and in -production debugging. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/trace" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/trace" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="cloud trace" > <div class="devsite-nav-item-title"> Cloud Trace </div> <div class="devsite-nav-item-description"> Tracing system collecting latency data from applications. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/profiler" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/profiler" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="cloud profiler" > <div class="devsite-nav-item-title"> Cloud Profiler </div> <div class="devsite-nav-item-description"> CPU and heap profiler for analyzing application performance. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/docs/quotas" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/docs/quotas" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="cloud quotas" > <div class="devsite-nav-item-title"> Cloud Quotas </div> <div class="devsite-nav-item-description"> Manage quotas for all Google Cloud services. </div> </a> </li> </ul> </div> <div class="devsite-tabs-dropdown-column "> <ul class="devsite-tabs-dropdown-section cloud-dropdown-menu-heading"> <li class="devsite-nav-title" role="heading" tooltip>Productivity and Collaboration</li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://about.appsheet.com/home/" track-type="nav" track-metadata-eventdetail="https://about.appsheet.com/home/" track-metadata-position="nav - products" track-metadata-module="tertiary nav" track-metadata-module_headline="productivity and collaboration" tooltip track-name="appsheet" > <div class="devsite-nav-item-title"> AppSheet </div> <div class="devsite-nav-item-description"> No-code development platform to build and extend applications. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/appsheet/automation" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/appsheet/automation" track-metadata-position="nav - products" track-metadata-module="tertiary nav" track-metadata-module_headline="productivity and collaboration" tooltip track-name="appsheet automation" > <div class="devsite-nav-item-title"> AppSheet Automation </div> <div class="devsite-nav-item-description"> Build automations and applications on a unified platform. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://workspace.google.com/solutions/enterprise/?enterprise-benefits_activeEl=connect/" track-type="nav" track-metadata-eventdetail="https://workspace.google.com/solutions/enterprise/?enterprise-benefits_activeEl=connect/" track-metadata-position="nav - products" track-metadata-module="tertiary nav" track-metadata-module_headline="productivity and collaboration" tooltip track-name="google workspace" > <div class="devsite-nav-item-title"> Google Workspace </div> <div class="devsite-nav-item-description"> Collaboration and productivity tools for individuals and organizations. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://workspace.google.com/essentials/" track-type="nav" track-metadata-eventdetail="https://workspace.google.com/essentials/" track-metadata-position="nav - products" track-metadata-module="tertiary nav" track-metadata-module_headline="productivity and collaboration" tooltip track-name="google workspace essentials" target="_blank" > <div class="devsite-nav-item-title"> Google Workspace Essentials </div> <div class="devsite-nav-item-description"> Secure video meetings and modern collaboration for teams. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://workspace.google.com/solutions/ai/" track-type="nav" track-metadata-eventdetail="https://workspace.google.com/solutions/ai/" track-metadata-position="nav - products" track-metadata-module="tertiary nav" track-metadata-module_headline="productivity and collaboration" tooltip track-name="gemini for workspace" > <div class="devsite-nav-item-title"> Gemini for Workspace </div> <div class="devsite-nav-item-description"> Embeds generative AI across Google Workspace apps. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/identity" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/identity" track-metadata-position="nav - products" track-metadata-module="tertiary nav" track-metadata-module_headline="productivity and collaboration" tooltip track-name="cloud identity" > <div class="devsite-nav-item-title"> Cloud Identity </div> <div class="devsite-nav-item-description"> Unified platform for IT admins to manage user devices and apps. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/chrome-enterprise" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/chrome-enterprise" track-metadata-position="nav - products" track-metadata-module="tertiary nav" track-metadata-module_headline="productivity and collaboration" tooltip track-name="chrome enterprise" > <div class="devsite-nav-item-title"> Chrome Enterprise </div> <div class="devsite-nav-item-description"> ChromeOS, Chrome browser, and Chrome devices built for business. </div> </a> </li> </ul> </div> <div class="devsite-tabs-dropdown-column "> <ul class="devsite-tabs-dropdown-section cloud-dropdown-menu-heading devsite-nav-title-heading"> <li class="devsite-nav-item"> <a href="https://cloud.google.com/products/security-and-identity" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/products/security-and-identity" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="security and identity" > <div class="devsite-nav-item-icon-container" size="medium" > <picture> <img class="devsite-nav-item-icon" alt="" src="https://www.gstatic.com/cloud/images/navigation/forward.svg" srcset=" https://www.gstatic.com/cloud/images/navigation/forward.svg" sizes="100vw" loading="lazy" > </picture> </div> <div class="devsite-nav-item-title"> Security and Identity </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/security/products/iam" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/security/products/iam" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="cloud iam" > <div class="devsite-nav-item-title"> Cloud IAM </div> <div class="devsite-nav-item-description"> Permissions management system for Google Cloud resources. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/security/products/sensitive-data-protection" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/security/products/sensitive-data-protection" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="sensitive data protection" > <div class="devsite-nav-item-title"> Sensitive Data Protection </div> <div class="devsite-nav-item-description"> Discover, classify, and protect your valuable data assets. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/security/products/managed-defense" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/security/products/managed-defense" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="mandiant managed defense" > <div class="devsite-nav-item-title"> Mandiant Managed Defense </div> <div class="devsite-nav-item-description"> Find and eliminate threats with confidence 24x7. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/security/products/threat-intelligence" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/security/products/threat-intelligence" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="google threat intelligence" > <div class="devsite-nav-item-title"> Google Threat Intelligence </div> <div class="devsite-nav-item-description"> Know who’s targeting you. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/security/products/security-command-center" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/security/products/security-command-center" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="security command center" > <div class="devsite-nav-item-title"> Security Command Center </div> <div class="devsite-nav-item-description"> Platform for defending against threats to your Google Cloud assets. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/security/products/security-key-management" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/security/products/security-key-management" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="cloud key management" > <div class="devsite-nav-item-title"> Cloud Key Management </div> <div class="devsite-nav-item-description"> Manage encryption keys on Google Cloud. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/security/consulting/mandiant-incident-response-services" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/security/consulting/mandiant-incident-response-services" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="mandiant incident response" > <div class="devsite-nav-item-title"> Mandiant Incident Response </div> <div class="devsite-nav-item-description"> Minimize the impact of a breach. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://chromeenterprise.google/products/chrome-enterprise-premium/" track-type="nav" track-metadata-eventdetail="https://chromeenterprise.google/products/chrome-enterprise-premium/" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="chrome enterprise premium" > <div class="devsite-nav-item-title"> Chrome Enterprise Premium </div> <div class="devsite-nav-item-description"> Get secure enterprise browsing with extensive endpoint visibility. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/security/products/assured-workloads" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/security/products/assured-workloads" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="assured workloads" > <div class="devsite-nav-item-title"> Assured Workloads </div> <div class="devsite-nav-item-description"> Compliance and security controls for sensitive workloads. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/security/products/security-operations" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/security/products/security-operations" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="google security operations" > <div class="devsite-nav-item-title"> Google Security Operations </div> <div class="devsite-nav-item-description"> Detect, investigate, and respond to cyber threats. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/security/consulting/mandiant-services" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/security/consulting/mandiant-services" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="mandiant consulting" > <div class="devsite-nav-item-title"> Mandiant Consulting </div> <div class="devsite-nav-item-description"> Get expert guidance before, during, and after an incident. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section cloud-dropdown-top-border"> <li class="devsite-nav-description">Not seeing what you're looking for?</li> <li class="devsite-nav-item"> <a href="https://cloud.google.com/products?pds=CAg#security-and-identity" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/products?pds=CAg#security-and-identity" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="see all security and identity products" > <div class="devsite-nav-item-title"> See all security and identity products </div> </a> </li> </ul> </div> <div class="devsite-tabs-dropdown-column "> <ul class="devsite-tabs-dropdown-section cloud-dropdown-menu-heading devsite-nav-title-heading"> <li class="devsite-nav-item"> <a href="https://cloud.google.com/serverless" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/serverless" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="serverless" > <div class="devsite-nav-item-icon-container" size="medium" > <picture> <img class="devsite-nav-item-icon" alt="" src="https://www.gstatic.com/cloud/images/navigation/forward.svg" srcset=" https://www.gstatic.com/cloud/images/navigation/forward.svg" sizes="100vw" loading="lazy" > </picture> </div> <div class="devsite-nav-item-title"> Serverless </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/run" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/run" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="cloud run" > <div class="devsite-nav-item-title"> Cloud Run </div> <div class="devsite-nav-item-description"> Fully managed environment for running containerized apps. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/functions" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/functions" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="cloud functions" > <div class="devsite-nav-item-title"> Cloud Functions </div> <div class="devsite-nav-item-description"> Platform for creating functions that respond to cloud events. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/appengine" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/appengine" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="app engine" > <div class="devsite-nav-item-title"> App Engine </div> <div class="devsite-nav-item-description"> Serverless application platform for apps and back ends. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/workflows" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/workflows" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="workflows" > <div class="devsite-nav-item-title"> Workflows </div> <div class="devsite-nav-item-description"> Workflow orchestration for serverless products and API services. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/api-gateway" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/api-gateway" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="api gateway" > <div class="devsite-nav-item-title"> API Gateway </div> <div class="devsite-nav-item-description"> Develop, deploy, secure, and manage APIs with a fully managed gateway. </div> </a> </li> </ul> </div> <div class="devsite-tabs-dropdown-column "> <ul class="devsite-tabs-dropdown-section cloud-dropdown-menu-heading devsite-nav-title-heading"> <li class="devsite-nav-item"> <a href="https://cloud.google.com/products/storage" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/products/storage" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="storage" > <div class="devsite-nav-item-icon-container" size="medium" > <picture> <img class="devsite-nav-item-icon" alt="" src="https://www.gstatic.com/cloud/images/navigation/forward.svg" srcset=" https://www.gstatic.com/cloud/images/navigation/forward.svg" sizes="100vw" loading="lazy" > </picture> </div> <div class="devsite-nav-item-title"> Storage </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/storage" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/storage" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="cloud storage" > <div class="devsite-nav-item-title"> Cloud Storage </div> <div class="devsite-nav-item-description"> Object storage that’s secure, durable, and scalable. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/products/block-storage" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/products/block-storage" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="block storage" > <div class="devsite-nav-item-title"> Block Storage </div> <div class="devsite-nav-item-description"> High-performance storage for AI, analytics, databases, and enterprise applications. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/filestore" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/filestore" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="filestore" > <div class="devsite-nav-item-title"> Filestore </div> <div class="devsite-nav-item-description"> File storage that is highly scalable and secure. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/persistent-disk" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/persistent-disk" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="persistent disk" > <div class="devsite-nav-item-title"> Persistent Disk </div> <div class="devsite-nav-item-description"> Block storage for virtual machine instances running on Google Cloud. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://firebase.google.com/products/storage/" track-type="nav" track-metadata-eventdetail="https://firebase.google.com/products/storage/" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="cloud storage for firebase" target="_blank" > <div class="devsite-nav-item-title"> Cloud Storage for Firebase </div> <div class="devsite-nav-item-description"> Object storage for storing and serving user-generated content. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/local-ssd" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/local-ssd" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="local ssd" > <div class="devsite-nav-item-title"> Local SSD </div> <div class="devsite-nav-item-description"> Block storage that is locally attached for high-performance needs. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/storage-transfer-service" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/storage-transfer-service" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="storage transfer service" > <div class="devsite-nav-item-title"> Storage Transfer Service </div> <div class="devsite-nav-item-description"> Data transfers from online and on-premises sources to Cloud Storage. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/parallelstore" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/parallelstore" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="parallelstore" > <div class="devsite-nav-item-title"> Parallelstore </div> <div class="devsite-nav-item-description"> High performance, managed parallel file service. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/netapp-volumes" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/netapp-volumes" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="google cloud netapp volumes" > <div class="devsite-nav-item-title"> Google Cloud NetApp Volumes </div> <div class="devsite-nav-item-description"> File storage service for NFS, SMB, and multi-protocol environments. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/backup-disaster-recovery" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/backup-disaster-recovery" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="backup and dr service" > <div class="devsite-nav-item-title"> Backup and DR Service </div> <div class="devsite-nav-item-description"> Service for centralized, application-consistent data protection. </div> </a> </li> </ul> </div> <div class="devsite-tabs-dropdown-column "> <ul class="devsite-tabs-dropdown-section cloud-dropdown-menu-heading devsite-nav-title-heading"> <li class="devsite-nav-item"> <a href="https://cloud.google.com/web3" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/web3" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="web3" > <div class="devsite-nav-item-icon-container" size="medium" > <picture> <img class="devsite-nav-item-icon" alt="" src="https://www.gstatic.com/cloud/images/navigation/forward.svg" srcset=" https://www.gstatic.com/cloud/images/navigation/forward.svg" sizes="100vw" loading="lazy" > </picture> </div> <div class="devsite-nav-item-title"> Web3 </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/blockchain-node-engine" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/blockchain-node-engine" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="blockchain node engine" > <div class="devsite-nav-item-title"> Blockchain Node Engine </div> <div class="devsite-nav-item-description"> Fully managed node hosting for developing on the blockchain. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/products/blockchain-rpc" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/products/blockchain-rpc" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="blockchain node engine" > <div class="devsite-nav-item-title"> Blockchain RPC </div> <div class="devsite-nav-item-description"> Enterprise-grade RPC for building on the blockchain. </div> </a> </li> </ul> </div> </div> </div> </tab> <tab class="devsite-dropdown devsite-dropdown-full devsite-clickable "> <a href="https://cloud.google.com/pricing" track-metadata-eventdetail="https://cloud.google.com/pricing" class="devsite-tabs-content gc-analytics-event " track-type="nav" track-metadata-position="nav - pricing" track-metadata-module="primary nav" data-category="Site-Wide Custom Events" data-label="Tab: Pricing" track-name="pricing" > Pricing </a> <a href="#" role="button" aria-haspopup="true" aria-expanded="false" aria-label="Dropdown menu for Pricing" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/pricing" track-metadata-position="nav - pricing" track-metadata-module="primary nav" data-category="Site-Wide Custom Events" data-label="Tab: Pricing" track-name="pricing" class="devsite-tabs-dropdown-toggle devsite-icon devsite-icon-arrow-drop-down"></a> <div class="devsite-tabs-dropdown" aria-label="submenu" hidden> <button class="devsite-tabs-close-button material-icons button-flat gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Close dropdown menu" aria-label="Close dropdown menu" track-type="nav" track-name="close" track-metadata-eventdetail="#" track-metadata-position="nav - pricing" track-metadata-module="tertiary nav">close</button> <div class="devsite-tabs-dropdown-content"> <div class="devsite-tabs-dropdown-column cloud-nav-menu-pricing cloud-nav-border-right"> <ul class="devsite-tabs-dropdown-section cloud-dropdown-type1 cloud-dropdown-secondary cloud-dropdown--cta-container"> <li class="devsite-nav-title" role="heading" tooltip>Save money with our transparent approach to pricing</li> <li class="devsite-nav-description">Google Cloud's pay-as-you-go pricing offers automatic savings based on monthly usage and discounted rates for prepaid resources. Contact us today to get a quote.</li> <li class="devsite-nav-item"> <a href="https://cloud.google.com/contact/?direct=true" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/contact/?direct=true" track-metadata-position="nav - pricing" track-metadata-module="tertiary nav" track-metadata-module_headline="save money with our transparent approach to pricing" tooltip track-name="request a quote" > <div class="devsite-nav-item-title"> Request a quote </div> </a> </li> </ul> </div> <div class="devsite-tabs-dropdown-column "> <ul class="devsite-tabs-dropdown-section cloud-dropdown-type2"> <li class="devsite-nav-title" role="heading" tooltip>Pricing overview and tools</li> <li class="devsite-nav-item"> <a href="https://cloud.google.com/pricing" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/pricing" track-metadata-position="nav - pricing" track-metadata-module="tertiary nav" track-metadata-module_headline="pricing overview and tools" tooltip track-name="google cloud pricing" > <div class="devsite-nav-item-title"> Google Cloud pricing </div> <div class="devsite-nav-item-description"> Pay only for what you use with no lock-in. </div> </a> </li> <li class="devsite-nav-item"> <a href="https://cloud.google.com/products/calculator" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/products/calculator" track-metadata-position="nav - pricing" track-metadata-module="tertiary nav" track-metadata-module_headline="pricing overview and tools" tooltip track-name="pricing calculator" > <div class="devsite-nav-item-title"> Pricing calculator </div> <div class="devsite-nav-item-description"> Calculate your cloud savings. </div> </a> </li> <li class="devsite-nav-item"> <a href="https://cloud.google.com/free" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/free" track-metadata-position="nav - pricing" track-metadata-module="tertiary nav" track-metadata-module_headline="pricing overview and tools" tooltip track-name="google cloud free tier" > <div class="devsite-nav-item-title"> Google Cloud free tier </div> <div class="devsite-nav-item-description"> Explore products with free monthly usage. </div> </a> </li> </ul> </div> <div class="devsite-tabs-dropdown-column cloud-nav-border-right"> <ul class="devsite-tabs-dropdown-section cloud-dropdown-type2 cloud-dropdown-noheading"> <li class="devsite-nav-item"> <a href="https://cloud.google.com/architecture/framework/cost-optimization" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/architecture/framework/cost-optimization" track-metadata-position="nav - pricing" track-metadata-module="tertiary nav" tooltip track-name="cost optimization framework" > <div class="devsite-nav-item-title"> Cost optimization framework </div> <div class="devsite-nav-item-description"> Get best practices to optimize workload costs. </div> </a> </li> <li class="devsite-nav-item"> <a href="https://cloud.google.com/cost-management" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/cost-management" track-metadata-position="nav - pricing" track-metadata-module="tertiary nav" tooltip track-name="cost management tools" > <div class="devsite-nav-item-title"> Cost management tools </div> <div class="devsite-nav-item-description"> Tools to monitor and control your costs. </div> </a> </li> </ul> </div> <div class="devsite-tabs-dropdown-column "> <ul class="devsite-tabs-dropdown-section cloud-dropdown-type2 cloud-dropdown-links-only"> <li class="devsite-nav-title" role="heading" tooltip>Product-specific Pricing</li> <li class="devsite-nav-item"> <a href="https://cloud.google.com/compute/all-pricing" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/compute/all-pricing" track-metadata-position="nav - pricing" track-metadata-module="tertiary nav" track-metadata-module_headline="product-specific pricing" tooltip track-name="compute engine" > <div class="devsite-nav-item-title"> Compute Engine </div> </a> </li> <li class="devsite-nav-item"> <a href="https://cloud.google.com/sql/pricing" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/sql/pricing" track-metadata-position="nav - pricing" track-metadata-module="tertiary nav" track-metadata-module_headline="product-specific pricing" tooltip track-name="cloud sql" > <div class="devsite-nav-item-title"> Cloud SQL </div> </a> </li> <li class="devsite-nav-item"> <a href="https://cloud.google.com/kubernetes-engine/pricing" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/kubernetes-engine/pricing" track-metadata-position="nav - pricing" track-metadata-module="tertiary nav" track-metadata-module_headline="product-specific pricing" tooltip track-name="google kubernetes engine" > <div class="devsite-nav-item-title"> Google Kubernetes Engine </div> </a> </li> <li class="devsite-nav-item"> <a href="https://cloud.google.com/storage/pricing" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/storage/pricing" track-metadata-position="nav - pricing" track-metadata-module="tertiary nav" track-metadata-module_headline="product-specific pricing" tooltip track-name="cloud storage" > <div class="devsite-nav-item-title"> Cloud Storage </div> </a> </li> <li class="devsite-nav-item"> <a href="https://cloud.google.com/bigquery/pricing" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/bigquery/pricing" track-metadata-position="nav - pricing" track-metadata-module="tertiary nav" track-metadata-module_headline="product-specific pricing" tooltip track-name="bigquery" > <div class="devsite-nav-item-title"> BigQuery </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section cloud-dropdown-section-top-border cloud-dropdown--cta-container"> <li class="devsite-nav-item"> <a href="https://cloud.google.com/pricing/list" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/pricing/list" track-metadata-position="nav - pricing" track-metadata-module="tertiary nav" track-metadata-module_headline="product-specific pricing" tooltip track-name="see full price list with 100+ products" > <div class="devsite-nav-item-title"> See full price list with 100+ products </div> </a> </li> </ul> </div> </div> </div> </tab> <tab class="devsite-dropdown devsite-dropdown-full devsite-clickable "> <a href="https://cloud.google.com/start" track-metadata-eventdetail="https://cloud.google.com/start" class="devsite-tabs-content gc-analytics-event " track-type="nav" track-metadata-position="nav - resources" track-metadata-module="primary nav" data-category="Site-Wide Custom Events" data-label="Tab: Resources" track-name="resources" > Resources </a> <a href="#" role="button" aria-haspopup="true" aria-expanded="false" aria-label="Dropdown menu for Resources" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/start" track-metadata-position="nav - resources" track-metadata-module="primary nav" data-category="Site-Wide Custom Events" data-label="Tab: Resources" track-name="resources" class="devsite-tabs-dropdown-toggle devsite-icon devsite-icon-arrow-drop-down"></a> <div class="devsite-tabs-dropdown" aria-label="submenu" hidden> <button class="devsite-tabs-close-button material-icons button-flat gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Close dropdown menu" aria-label="Close dropdown menu" track-type="nav" track-name="close" track-metadata-eventdetail="#" track-metadata-position="nav - resources" track-metadata-module="tertiary nav">close</button> <div class="devsite-tabs-dropdown-content"> <div class="devsite-tabs-dropdown-column "> <ul class="devsite-tabs-dropdown-section cloud-dropdown-type2"> <li class="devsite-nav-title" role="heading" tooltip>Learn & build</li> <li class="devsite-nav-item"> <a href="https://cloud.google.com/free" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/free" track-metadata-position="nav - resources" track-metadata-module="tertiary nav" track-metadata-module_headline="learn & build" tooltip track-name="google cloud free program" > <div class="devsite-nav-item-title"> Google Cloud Free Program </div> <div class="devsite-nav-item-description"> $300 in free credits and 20+ free products. </div> </a> </li> <li class="devsite-nav-item"> <a href="https://cloud.google.com/docs/tutorials?doctype=quickstart" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/docs/tutorials?doctype=quickstart" track-metadata-position="nav - resources" track-metadata-module="tertiary nav" track-metadata-module_headline="learn & build" tooltip track-name="quickstarts" > <div class="devsite-nav-item-title"> Quickstarts </div> <div class="devsite-nav-item-description"> Get tutorials and walkthroughs. </div> </a> </li> <li class="devsite-nav-item"> <a href="https://cloud.google.com/discover" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/discover" track-metadata-position="nav - resources" track-metadata-module="tertiary nav" track-metadata-module_headline="learn & build" tooltip track-name="cloud computing basics" > <div class="devsite-nav-item-title"> Cloud computing basics </div> <div class="devsite-nav-item-description"> Learn more about cloud computing topics. </div> </a> </li> <li class="devsite-nav-item"> <a href="https://cloud.google.com/blog" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/blog" track-metadata-position="nav - resources" track-metadata-module="tertiary nav" track-metadata-module_headline="learn & build" tooltip track-name="blog" > <div class="devsite-nav-item-title"> Blog </div> <div class="devsite-nav-item-description"> Read our latest product news and stories. </div> </a> </li> </ul> </div> <div class="devsite-tabs-dropdown-column cloud-nav-border-right"> <ul class="devsite-tabs-dropdown-section cloud-dropdown-type2 cloud-dropdown-noheading"> <li class="devsite-nav-item"> <a href="https://cloud.google.com/learn" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/learn" track-metadata-position="nav - resources" track-metadata-module="tertiary nav" tooltip track-name="learning hub" > <div class="devsite-nav-item-title"> Learning Hub </div> <div class="devsite-nav-item-description"> Grow your career with role-based learning </div> </a> </li> <li class="devsite-nav-item"> <a href="https://cloud.google.com/training" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/training" track-metadata-position="nav - resources" track-metadata-module="tertiary nav" tooltip track-name="training" > <div class="devsite-nav-item-title"> Training </div> <div class="devsite-nav-item-description"> Enroll in on-demand or classroom training. </div> </a> </li> <li class="devsite-nav-item"> <a href="https://cloud.google.com/certification" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/certification" track-metadata-position="nav - resources" track-metadata-module="tertiary nav" tooltip track-name="certification" > <div class="devsite-nav-item-title"> Certification </div> <div class="devsite-nav-item-description"> Prepare and register for certifications. </div> </a> </li> <li class="devsite-nav-item"> <a href="https://cloud.google.com/architecture" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/architecture" track-metadata-position="nav - resources" track-metadata-module="tertiary nav" tooltip track-name="cloud architecture center" > <div class="devsite-nav-item-title"> Cloud Architecture Center </div> <div class="devsite-nav-item-description"> Get reference architectures and best practices. </div> </a> </li> </ul> </div> <div class="devsite-tabs-dropdown-column cloud-nav-border-right"> <ul class="devsite-tabs-dropdown-section cloud-dropdown-type2"> <li class="devsite-nav-title" role="heading" tooltip>Connect</li> <li class="devsite-nav-item"> <a href="https://cloud.google.com/innovators/innovatorsplus" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/innovators/innovatorsplus" track-metadata-position="nav - resources" track-metadata-module="tertiary nav" track-metadata-module_headline="connect" tooltip track-name="innovators" > <div class="devsite-nav-item-title"> Innovators </div> <div class="devsite-nav-item-description"> Join Google Cloud's developer program. </div> </a> </li> <li class="devsite-nav-item"> <a href="https://cloud.google.com/developers" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/developers" track-metadata-position="nav - resources" track-metadata-module="tertiary nav" track-metadata-module_headline="connect" tooltip track-name="developer center" > <div class="devsite-nav-item-title"> Developer Center </div> <div class="devsite-nav-item-description"> Stay in the know and stay connected. </div> </a> </li> <li class="devsite-nav-item"> <a href="https://cloud.google.com/events" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/events" track-metadata-position="nav - resources" track-metadata-module="tertiary nav" track-metadata-module_headline="connect" tooltip track-name="events and webinars" > <div class="devsite-nav-item-title"> Events and webinars </div> <div class="devsite-nav-item-description"> Browse upcoming and on demand events. </div> </a> </li> <li class="devsite-nav-item"> <a href="https://cloud.google.com/communities" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/communities" track-metadata-position="nav - resources" track-metadata-module="tertiary nav" track-metadata-module_headline="connect" tooltip track-name="google cloud community" > <div class="devsite-nav-item-title"> Google Cloud Community </div> <div class="devsite-nav-item-description"> Ask questions, find answers, and connect. </div> </a> </li> </ul> </div> <div class="devsite-tabs-dropdown-column "> <ul class="devsite-tabs-dropdown-section cloud-dropdown-type2"> <li class="devsite-nav-title" role="heading" tooltip>Google Cloud Consulting</li> <li class="devsite-nav-item"> <a href="https://cloud.google.com/consulting" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/consulting" track-metadata-position="nav - resources" track-metadata-module="tertiary nav" track-metadata-module_headline="google cloud consulting" tooltip track-name="google cloud consulting" > <div class="devsite-nav-item-title"> Google Cloud Consulting </div> <div class="devsite-nav-item-description"> Work with our experts on cloud projects. </div> </a> </li> <li class="devsite-nav-item"> <a href="https://cloud.google.com/marketplace" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/marketplace" track-metadata-position="nav - resources" track-metadata-module="tertiary nav" track-metadata-module_headline="google cloud consulting" tooltip track-name="google cloud marketplace" > <div class="devsite-nav-item-title"> Google Cloud Marketplace </div> <div class="devsite-nav-item-description"> Deploy ready-to-go solutions in a few clicks. </div> </a> </li> <li class="devsite-nav-item"> <a href="https://cloud.google.com/partners" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/partners" track-metadata-position="nav - resources" track-metadata-module="tertiary nav" track-metadata-module_headline="google cloud consulting" tooltip track-name="google cloud partners" > <div class="devsite-nav-item-title"> Google Cloud partners </div> <div class="devsite-nav-item-description"> Explore benefits of working with a partner. </div> </a> </li> <li class="devsite-nav-item"> <a href="https://partners.cloud.google.com/" track-type="nav" track-metadata-eventdetail="https://partners.cloud.google.com/" track-metadata-position="nav - resources" track-metadata-module="tertiary nav" track-metadata-module_headline="google cloud consulting" tooltip track-name="become a partner" > <div class="devsite-nav-item-title"> Become a partner </div> <div class="devsite-nav-item-description"> Join the Partner Advantage program. </div> </a> </li> </ul> </div> </div> </div> </tab> <tab position="right" > <a href="https://cloud.google.com/docs" track-metadata-eventdetail="https://cloud.google.com/docs" class="devsite-tabs-content gc-analytics-event " track-type="nav" track-metadata-position="nav - documentation" track-metadata-module="primary nav" data-category="Site-Wide Custom Events" data-label="Tab: Docs" track-name="documentation" track-type="globalNav" track-metadata-position="nav" track-metadata-eventDetail="nav" > Docs </a> </tab> <tab position="right" > <a href="https://cloud.google.com/support-hub" track-metadata-eventdetail="https://cloud.google.com/support-hub" class="devsite-tabs-content gc-analytics-event " track-type="nav" track-metadata-position="nav - support" track-metadata-module="primary nav" data-category="Site-Wide Custom Events" data-label="Tab: Support" track-name="support" track-type="globalNav" track-metadata-position="nav" track-metadata-eventDetail="nav" > Support </a> </tab> </nav> </cloudx-tabs-nav> </div> <devsite-search enable-signin enable-search enable-suggestions project-name="Google Cloud Observability" tenant-name="Google Cloud" project-scope="/stackdriver/docs" url-scoped="https://cloud.google.com/s/results/stackdriver/docs" > <form class="devsite-search-form" action="https://cloud.google.com/s/results" method="GET"> <div class="devsite-search-container"> <button type="button" search-open class="devsite-search-button devsite-header-icon-button button-flat material-icons" aria-label="Open search"></button> <div class="devsite-searchbox"> <input aria-activedescendant="" aria-autocomplete="list" aria-label="Search" aria-expanded="false" aria-haspopup="listbox" autocomplete="off" class="devsite-search-field devsite-search-query" name="q" placeholder="Search" role="combobox" type="text" value="" > <div class="devsite-search-image material-icons" aria-hidden="true"> </div> <div class="devsite-search-shortcut-icon-container" aria-hidden="true"> <kbd class="devsite-search-shortcut-icon">/</kbd> </div> </div> </div> </form> <button type="button" search-close class="devsite-search-button devsite-header-icon-button button-flat material-icons" aria-label="Close search"></button> </devsite-search> </div> <cloudx-additional-tabs> <tab > <a href="https://cloud.google.com/docs" track-metadata-eventdetail="https://cloud.google.com/docs" class="devsite-tabs-content gc-analytics-event " track-type="nav" track-metadata-position="nav - documentation" track-metadata-module="primary nav" data-category="Site-Wide Custom Events" data-label="Tab: Docs" track-name="documentation" track-type="globalNav" track-metadata-position="nav" track-metadata-eventDetail="nav" > Docs </a> </tab> <tab > <a href="https://cloud.google.com/support-hub" track-metadata-eventdetail="https://cloud.google.com/support-hub" class="devsite-tabs-content gc-analytics-event " track-type="nav" track-metadata-position="nav - support" track-metadata-module="primary nav" data-category="Site-Wide Custom Events" data-label="Tab: Support" track-name="support" track-type="globalNav" track-metadata-position="nav" track-metadata-eventDetail="nav" > Support </a> </tab> </cloudx-additional-tabs> <devsite-language-selector> <ul role="presentation"> <li role="presentation"> <a role="menuitem" lang="en" >English</a> </li> <li role="presentation"> <a role="menuitem" lang="de" >Deutsch</a> </li> <li role="presentation"> <a role="menuitem" lang="es" >Español</a> </li> <li role="presentation"> <a role="menuitem" lang="es_419" >Español – América Latina</a> </li> <li role="presentation"> <a role="menuitem" lang="fr" >Français</a> </li> <li role="presentation"> <a role="menuitem" lang="id" >Indonesia</a> </li> <li role="presentation"> <a role="menuitem" lang="it" >Italiano</a> </li> <li role="presentation"> <a role="menuitem" lang="pt_br" >Português – Brasil</a> </li> <li role="presentation"> <a role="menuitem" lang="zh_cn" >中文 – 简体</a> </li> <li role="presentation"> <a role="menuitem" lang="zh_tw" >中文 – 繁體</a> </li> <li role="presentation"> <a role="menuitem" lang="ja" >日本語</a> </li> <li role="presentation"> <a role="menuitem" lang="ko" >한국어</a> </li> </ul> </devsite-language-selector> <devsite-user enable-profiles fp-auth id="devsite-user"> <span class="button devsite-top-button" aria-hidden="true" visually-hidden>Sign in</span> </devsite-user> </div> </div> </div> <div class="devsite-collapsible-section "> <div class="devsite-header-background"> <div class="devsite-product-id-row" hidden> <div class="devsite-product-description-row"> </div> </div> <div class="devsite-doc-set-nav-row"> <ul class="devsite-breadcrumb-list" > <li class="devsite-breadcrumb-item "> <a href="https://cloud.google.com/stackdriver/docs" class="devsite-breadcrumb-link gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Lower Header" data-value="1" track-type="globalNav" track-name="breadcrumb" track-metadata-position="1" track-metadata-eventdetail="Google Cloud Observability" > Google Cloud Observability </a> </li> </ul> <div class="devsite-product-button-row"> <a href="https://cloud.google.com/contact" class="cta-button-secondary button " track-type="contact" data-overflow="devsite-tabs-wrapper" data-overflow-wrapper="tab" track-metadata-position="nav" track-name="sales" track-metadata-eventDetail="nav" data-overflow-container="left" >Contact Us</a> <a href="//console.cloud.google.com/freetrial" class="cloud-free-trial-button cta-button-primary button-primary button cloud-button cloud-button--primary " track-metadata-position="nav" track-metadata-eventDetail="nav" referrerpolicy="no-referrer-when-downgrade" data-overflow-class="devsite-header-link devsite-top-button button cloud-free-trial-button cloud-free-trial-enabled cloud-button cloud-button--primary" data-overflow="devsite-top-logo-row" data-overflow-container="right" track-type="freeTrial" track-name="gcpCta" >Start free</a> </div> </div> </div> </div> </div> </devsite-header> <devsite-book-nav scrollbars hidden> <div class="devsite-book-nav-filter" hidden> <span class="filter-list-icon material-icons" aria-hidden="true"></span> <input type="text" placeholder="Filter" aria-label="Type to filter" role="searchbox"> <span class="filter-clear-button hidden" data-title="Clear filter" aria-label="Clear filter" role="button" tabindex="0"></span> </div> <nav class="devsite-book-nav devsite-nav nocontent" aria-label="Side menu"> <div class="devsite-mobile-header"> <button type="button" id="devsite-close-nav" class="devsite-header-icon-button button-flat material-icons gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Close navigation" aria-label="Close navigation"> </button> <div class="devsite-product-name-wrapper"> <a href="/" class="devsite-site-logo-link gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Site logo" track-type="globalNav" track-name="googleCloud" track-metadata-position="nav" track-metadata-eventDetail="nav"> <picture> <img src="https://www.gstatic.com/devrel-devsite/prod/v870e399c64f7c43c99a3043db4b3a74327bb93d0914e84a0c3dba90bbfd67625/cloud/images/cloud-logo.svg" class="devsite-site-logo" alt="Google Cloud"> </picture> </a> <span class="devsite-product-name"> <ul class="devsite-breadcrumb-list" > <li class="devsite-breadcrumb-item devsite-has-google-wordmark"> </li> </ul> </span> </div> </div> <div class="devsite-book-nav-wrapper"> <div class="devsite-mobile-nav-top"> <ul class="devsite-nav-list"> <li class="devsite-nav-item"> <a href="/why-google-cloud" class="devsite-nav-title gc-analytics-event devsite-nav-has-children " data-category="Site-Wide Custom Events" data-label="Tab: Overview" track-name="overview" data-category="Site-Wide Custom Events" data-label="Responsive Tab: Overview" track-type="globalNav" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Overview </span> <span class="devsite-nav-icon material-icons" data-icon="forward" > </span> </a> <ul class="devsite-nav-responsive-tabs devsite-nav-has-menu "> <li class="devsite-nav-item"> <span class="devsite-nav-title" tooltip data-category="Site-Wide Custom Events" data-label="Tab: Overview" track-name="overview" > <span class="devsite-nav-text" tooltip menu="Overview"> More </span> <span class="devsite-nav-icon material-icons" data-icon="forward" menu="Overview"> </span> </span> </li> </ul> </li> <li class="devsite-nav-item"> <a href="/solutions" class="devsite-nav-title gc-analytics-event devsite-nav-has-children " data-category="Site-Wide Custom Events" data-label="Tab: Solutions" track-name="solutions" track-type="globalNav" track-metadata-position="nav" track-metadata-eventDetail="nav" data-category="Site-Wide Custom Events" data-label="Responsive Tab: Solutions" track-type="globalNav" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Solutions </span> <span class="devsite-nav-icon material-icons" data-icon="forward" > </span> </a> <ul class="devsite-nav-responsive-tabs devsite-nav-has-menu "> <li class="devsite-nav-item"> <span class="devsite-nav-title" tooltip data-category="Site-Wide Custom Events" data-label="Tab: Solutions" track-name="solutions" track-type="globalNav" track-metadata-position="nav" track-metadata-eventDetail="nav" > <span class="devsite-nav-text" tooltip menu="Solutions"> More </span> <span class="devsite-nav-icon material-icons" data-icon="forward" menu="Solutions"> </span> </span> </li> </ul> </li> <li class="devsite-nav-item"> <a href="/products" class="devsite-nav-title gc-analytics-event devsite-nav-has-children " data-category="Site-Wide Custom Events" data-label="Tab: Products" track-name="products" track-type="globalNav" track-metadata-position="nav" track-metadata-eventDetail="nav" data-category="Site-Wide Custom Events" data-label="Responsive Tab: Products" track-type="globalNav" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Products </span> <span class="devsite-nav-icon material-icons" data-icon="forward" > </span> </a> <ul class="devsite-nav-responsive-tabs devsite-nav-has-menu "> <li class="devsite-nav-item"> <span class="devsite-nav-title" tooltip data-category="Site-Wide Custom Events" data-label="Tab: Products" track-name="products" track-type="globalNav" track-metadata-position="nav" track-metadata-eventDetail="nav" > <span class="devsite-nav-text" tooltip menu="Products"> More </span> <span class="devsite-nav-icon material-icons" data-icon="forward" menu="Products"> </span> </span> </li> </ul> </li> <li class="devsite-nav-item"> <a href="/pricing" class="devsite-nav-title gc-analytics-event devsite-nav-has-children " data-category="Site-Wide Custom Events" data-label="Tab: Pricing" track-name="pricing" data-category="Site-Wide Custom Events" data-label="Responsive Tab: Pricing" track-type="globalNav" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Pricing </span> <span class="devsite-nav-icon material-icons" data-icon="forward" > </span> </a> <ul class="devsite-nav-responsive-tabs devsite-nav-has-menu "> <li class="devsite-nav-item"> <span class="devsite-nav-title" tooltip data-category="Site-Wide Custom Events" data-label="Tab: Pricing" track-name="pricing" > <span class="devsite-nav-text" tooltip menu="Pricing"> More </span> <span class="devsite-nav-icon material-icons" data-icon="forward" menu="Pricing"> </span> </span> </li> </ul> </li> <li class="devsite-nav-item"> <a href="/start" class="devsite-nav-title gc-analytics-event devsite-nav-has-children " data-category="Site-Wide Custom Events" data-label="Tab: Resources" track-name="resources" data-category="Site-Wide Custom Events" data-label="Responsive Tab: Resources" track-type="globalNav" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Resources </span> <span class="devsite-nav-icon material-icons" data-icon="forward" > </span> </a> <ul class="devsite-nav-responsive-tabs devsite-nav-has-menu "> <li class="devsite-nav-item"> <span class="devsite-nav-title" tooltip data-category="Site-Wide Custom Events" data-label="Tab: Resources" track-name="resources" > <span class="devsite-nav-text" tooltip menu="Resources"> More </span> <span class="devsite-nav-icon material-icons" data-icon="forward" menu="Resources"> </span> </span> </li> </ul> </li> <li class="devsite-nav-item"> <a href="/docs" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Tab: Docs" track-name="documentation" track-type="globalNav" track-metadata-position="nav" track-metadata-eventDetail="nav" data-category="Site-Wide Custom Events" data-label="Responsive Tab: Docs" track-type="globalNav" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Docs </span> </a> </li> <li class="devsite-nav-item"> <a href="/support-hub" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Tab: Support" track-name="support" track-type="globalNav" track-metadata-position="nav" track-metadata-eventDetail="nav" data-category="Site-Wide Custom Events" data-label="Responsive Tab: Support" track-type="globalNav" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Support </span> </a> </li> <li class="devsite-nav-item"> <a href="//console.cloud.google.com/" class="devsite-nav-title gc-analytics-event " referrerpolicy="no-referrer-when-downgrade" track-name="console" track-metadata-position="nav" track-metadata-eventDetail="nav" track-type="globalNav" data-category="Site-Wide Custom Events" data-label="Responsive Tab: Console" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Console </span> </a> </li> <li class="devsite-nav-item"> <a href="/contact" class="cta-button-secondary button" track-type="contact" data-overflow="devsite-tabs-wrapper" data-overflow-wrapper="tab" track-metadata-position="nav" track-name="sales" track-metadata-eventDetail="nav" data-overflow-container="left" data-category="Site-Wide Custom Events" data-label="Responsive Tab: Contact Us" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Contact Us </span> </a> </li> <li class="devsite-nav-item"> <a href="//console.cloud.google.com/freetrial" class="cloud-free-trial-button cta-button-primary button-primary button cloud-button cloud-button--primary" track-metadata-position="nav" track-metadata-eventDetail="nav" referrerpolicy="no-referrer-when-downgrade" data-overflow-class="devsite-header-link devsite-top-button button cloud-free-trial-button cloud-free-trial-enabled cloud-button cloud-button--primary" data-overflow="devsite-top-logo-row" data-overflow-container="right" track-type="freeTrial" track-name="gcpCta" data-category="Site-Wide Custom Events" data-label="Responsive Tab: Start free" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Start free </span> </a> </li> </ul> </div> <div class="devsite-mobile-nav-bottom"> <ul class="devsite-nav-list" menu="Overview" aria-label="Side menu" hidden> <li class="devsite-nav-item devsite-nav-heading"> <span class="devsite-nav-title" tooltip > <span class="devsite-nav-text" tooltip > Accelerate your digital transformation </span> </span> </li> <li class="devsite-nav-item"> <a href="/why-google-cloud" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Learn more" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Learn more </span> </a> </li> <li class="devsite-nav-item devsite-nav-heading"> <span class="devsite-nav-title" tooltip > <span class="devsite-nav-text" tooltip > Key benefits </span> </span> </li> <li class="devsite-nav-item"> <a href="/why-google-cloud" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Why Google Cloud" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Why Google Cloud </span> </a> </li> <li class="devsite-nav-item"> <a href="/ai" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: AI and ML" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > AI and ML </span> </a> </li> <li class="devsite-nav-item"> <a href="/multicloud" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Multicloud" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Multicloud </span> </a> </li> <li class="devsite-nav-item"> <a href="/infrastructure" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Global infrastructure" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Global infrastructure </span> </a> </li> <li class="devsite-nav-item"> <a href="/data-cloud" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Data Cloud" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Data Cloud </span> </a> </li> <li class="devsite-nav-item"> <a href="/solutions/modern-infrastructure" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Modern Infrastructure Cloud" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Modern Infrastructure Cloud </span> </a> </li> <li class="devsite-nav-item"> <a href="/security" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Security" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Security </span> </a> </li> <li class="devsite-nav-item"> <a href="https://workspace.google.com/" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Productivity and collaboration" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Productivity and collaboration </span> </a> </li> <li class="devsite-nav-item devsite-nav-heading"> <span class="devsite-nav-title" tooltip > <span class="devsite-nav-text" tooltip > Reports and insights </span> </span> </li> <li class="devsite-nav-item"> <a href="/executive-insights" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Executive insights" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Executive insights </span> </a> </li> <li class="devsite-nav-item"> <a href="/analyst-reports" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Analyst reports" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Analyst reports </span> </a> </li> <li class="devsite-nav-item"> <a href="/whitepapers" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Whitepapers" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Whitepapers </span> </a> </li> <li class="devsite-nav-item"> <a href="/customers" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Customer stories" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Customer stories </span> </a> </li> </ul> <ul class="devsite-nav-list" menu="Solutions" aria-label="Side menu" hidden> <li class="devsite-nav-item"> <a href="/solutions#industry-solutions" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Industry Solutions" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Industry Solutions </span> </a> </li> <li class="devsite-nav-item"> <a href="/solutions/retail" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Retail" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Retail </span> </a> </li> <li class="devsite-nav-item"> <a href="/solutions/cpg" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Consumer Packaged Goods" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Consumer Packaged Goods </span> </a> </li> <li class="devsite-nav-item"> <a href="/solutions/financial-services" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Financial Services" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Financial Services </span> </a> </li> <li class="devsite-nav-item"> <a href="/solutions/healthcare-life-sciences" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Healthcare and Life Sciences" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Healthcare and Life Sciences </span> </a> </li> <li class="devsite-nav-item"> <a href="/solutions/media-entertainment" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Media and Entertainment" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Media and Entertainment </span> </a> </li> <li class="devsite-nav-item"> <a href="/solutions/telecommunications" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Telecommunications" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Telecommunications </span> </a> </li> <li class="devsite-nav-item"> <a href="/solutions/games" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Games" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Games </span> </a> </li> <li class="devsite-nav-item"> <a href="/solutions/manufacturing" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Manufacturing" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Manufacturing </span> </a> </li> <li class="devsite-nav-item"> <a href="/solutions/supply-chain-logistics" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Supply Chain and Logistics" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Supply Chain and Logistics </span> </a> </li> <li class="devsite-nav-item"> <a href="/solutions/government" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Government" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Government </span> </a> </li> <li class="devsite-nav-item"> <a href="/solutions/education" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Education" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Education </span> </a> </li> <li class="devsite-nav-item"> <a href="/solutions#industry-solutions" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: See all industry solutions" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > See all industry solutions </span> </a> </li> <li class="devsite-nav-item"> <a href="/solutions" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: See all solutions" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > See all solutions </span> </a> </li> <li class="devsite-nav-item"> <a href="/solutions/camp" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Application Modernization" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Application Modernization </span> </a> </li> <li class="devsite-nav-item"> <a href="/solutions/camp" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: CAMP" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > CAMP </span> </a> </li> <li class="devsite-nav-item"> <a href="/solutions/modernize-traditional-applications" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Modernize Traditional Applications" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Modernize Traditional Applications </span> </a> </li> <li class="devsite-nav-item"> <a href="/solutions/migrate-from-paas" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Migrate from PaaS&#58; Cloud Foundry, Openshift" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Migrate from PaaS&#58; Cloud Foundry, Openshift </span> </a> </li> <li class="devsite-nav-item"> <a href="/solutions/mainframe-modernization" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Migrate from Mainframe" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Migrate from Mainframe </span> </a> </li> <li class="devsite-nav-item"> <a href="/solutions/software-delivery" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Modernize Software Delivery" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Modernize Software Delivery </span> </a> </li> <li class="devsite-nav-item"> <a href="/devops" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: DevOps Best Practices" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > DevOps Best Practices </span> </a> </li> <li class="devsite-nav-item"> <a href="/sre" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: SRE Principles" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > SRE Principles </span> </a> </li> <li class="devsite-nav-item"> <a href="/solutions/app-modernization/day-2-operations-for-gke" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Day 2 Operations for GKE" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Day 2 Operations for GKE </span> </a> </li> <li class="devsite-nav-item"> <a href="/solutions/finops-optimize-gke" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: FinOps and Optimization of GKE" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > FinOps and Optimization of GKE </span> </a> </li> <li class="devsite-nav-item"> <a href="/solutions/modernize-with-edge" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Run Applications at the Edge" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Run Applications at the Edge </span> </a> </li> <li class="devsite-nav-item"> <a href="/solutions/architect-multicloud" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Architect for Multicloud" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Architect for Multicloud </span> </a> </li> <li class="devsite-nav-item"> <a href="/solutions/serverless" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Go Serverless" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Go Serverless </span> </a> </li> <li class="devsite-nav-item"> <a href="/solutions/ai" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Artificial Intelligence" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Artificial Intelligence </span> </a> </li> <li class="devsite-nav-item"> <a href="/solutions/customer-engagement-ai" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Customer Engagement Suite with Google AI" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Customer Engagement Suite with Google AI </span> </a> </li> <li class="devsite-nav-item"> <a href="/document-ai" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Document AI" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Document AI </span> </a> </li> <li class="devsite-nav-item"> <a href="/solutions/retail-product-discovery" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Vertex AI Search for retail" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Vertex AI Search for retail </span> </a> </li> <li class="devsite-nav-item"> <a href="/products/gemini" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Gemini for Google Cloud" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Gemini for Google Cloud </span> </a> </li> <li class="devsite-nav-item"> <a href="/use-cases/generative-ai" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Generative AI on Google Cloud" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Generative AI on Google Cloud </span> </a> </li> <li class="devsite-nav-item"> <a href="/solutions/apis-and-applications" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: APIs and Applications" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > APIs and Applications </span> </a> </li> <li class="devsite-nav-item"> <a href="/solutions/new-channels-using-apis" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: New Business Channels Using APIs" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > New Business Channels Using APIs </span> </a> </li> <li class="devsite-nav-item"> <a href="/solutions/unlocking-legacy-applications" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Unlocking Legacy Applications Using APIs" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Unlocking Legacy Applications Using APIs </span> </a> </li> <li class="devsite-nav-item"> <a href="/solutions/open-banking-apix" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Open Banking APIx" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Open Banking APIx </span> </a> </li> <li class="devsite-nav-item"> <a href="/solutions/smart-analytics" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Data Analytics" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Data Analytics </span> </a> </li> <li class="devsite-nav-item"> <a href="/solutions/data-migration" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Data Migration" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Data Migration </span> </a> </li> <li class="devsite-nav-item"> <a href="/solutions/data-lake" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Data Lake Modernization" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Data Lake Modernization </span> </a> </li> <li class="devsite-nav-item"> <a href="/solutions/stream-analytics" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Stream Analytics" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Stream Analytics </span> </a> </li> <li class="devsite-nav-item"> <a href="/solutions/marketing-analytics" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Marketing Analytics" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Marketing Analytics </span> </a> </li> <li class="devsite-nav-item"> <a href="/datasets" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Datasets" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Datasets </span> </a> </li> <li class="devsite-nav-item"> <a href="/solutions/business-intelligence" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Business Intelligence" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Business Intelligence </span> </a> </li> <li class="devsite-nav-item"> <a href="/use-cases/ai-data-analytics" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: AI for Data Analytics" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > AI for Data Analytics </span> </a> </li> <li class="devsite-nav-item"> <a href="/solutions/databases" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Databases" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Databases </span> </a> </li> <li class="devsite-nav-item"> <a href="/solutions/database-migration" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Database Migration" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Database Migration </span> </a> </li> <li class="devsite-nav-item"> <a href="/solutions/database-modernization" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Database Modernization" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Database Modernization </span> </a> </li> <li class="devsite-nav-item"> <a href="/solutions/databases/games" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Databases for Games" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Databases for Games </span> </a> </li> <li class="devsite-nav-item"> <a href="/products/databases" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Google Cloud Databases" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Google Cloud Databases </span> </a> </li> <li class="devsite-nav-item"> <a href="/solutions/migrate-oracle-workloads" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Migrate Oracle workloads to Google Cloud" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Migrate Oracle workloads to Google Cloud </span> </a> </li> <li class="devsite-nav-item"> <a href="/solutions/open-source-databases" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Open Source Databases" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Open Source Databases </span> </a> </li> <li class="devsite-nav-item"> <a href="/sql-server" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: SQL Server on Google Cloud" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > SQL Server on Google Cloud </span> </a> </li> <li class="devsite-nav-item"> <a href="/products/gemini/databases" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Gemini for Databases" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Gemini for Databases </span> </a> </li> <li class="devsite-nav-item"> <a href="/solutions/infrastructure-modernization" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Infrastructure Modernization" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Infrastructure Modernization </span> </a> </li> <li class="devsite-nav-item"> <a href="/solutions/application-migration" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Application Migration" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Application Migration </span> </a> </li> <li class="devsite-nav-item"> <a href="/solutions/sap" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: SAP on Google Cloud" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > SAP on Google Cloud </span> </a> </li> <li class="devsite-nav-item"> <a href="/solutions/hpc" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: High Performance Computing" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > High Performance Computing </span> </a> </li> <li class="devsite-nav-item"> <a href="/windows" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Windows on Google Cloud" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Windows on Google Cloud </span> </a> </li> <li class="devsite-nav-item"> <a href="/solutions/data-center-migration" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Data Center Migration" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Data Center Migration </span> </a> </li> <li class="devsite-nav-item"> <a href="/solutions/active-assist" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Active Assist" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Active Assist </span> </a> </li> <li class="devsite-nav-item"> <a href="/solutions/virtual-desktops" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Virtual Desktops" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Virtual Desktops </span> </a> </li> <li class="devsite-nav-item"> <a href="/solutions/cloud-migration-program" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Rapid Migration and Modernization Program" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Rapid Migration and Modernization Program </span> </a> </li> <li class="devsite-nav-item"> <a href="/solutions/backup-dr" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Backup and Disaster Recovery" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Backup and Disaster Recovery </span> </a> </li> <li class="devsite-nav-item"> <a href="/solutions/redhat" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Red Hat on Google Cloud" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Red Hat on Google Cloud </span> </a> </li> <li class="devsite-nav-item"> <a href="/solutions/cross-cloud-network" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Cross-Cloud Network" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Cross-Cloud Network </span> </a> </li> <li class="devsite-nav-item"> <a href="/solutions/observability" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Observability" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Observability </span> </a> </li> <li class="devsite-nav-item"> <a href="https://workspace.google.com/enterprise/" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Productivity and Collaboration" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Productivity and Collaboration </span> </a> </li> <li class="devsite-nav-item"> <a href="https://workspace.google.com/solutions/enterprise/?enterprise-benefits_activeEl=connect" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Google Workspace" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Google Workspace </span> </a> </li> <li class="devsite-nav-item"> <a href="https://workspace.google.com/essentials/" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Google Workspace Essentials" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Google Workspace Essentials </span> </a> </li> <li class="devsite-nav-item"> <a href="/identity" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Cloud Identity" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Cloud Identity </span> </a> </li> <li class="devsite-nav-item"> <a href="https://chromeenterprise.google/" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Chrome Enterprise" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Chrome Enterprise </span> </a> </li> <li class="devsite-nav-item"> <a href="https://workspace.google.com/products/cloud-search/" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Cloud Search" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Cloud Search </span> </a> </li> <li class="devsite-nav-item"> <a href="/solutions/security" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Security" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Security </span> </a> </li> <li class="devsite-nav-item"> <a href="/solutions/security-analytics-and-operations" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Security Analytics and Operations" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Security Analytics and Operations </span> </a> </li> <li class="devsite-nav-item"> <a href="/solutions/web-app-and-api-protection" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Web App and API Protection" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Web App and API Protection </span> </a> </li> <li class="devsite-nav-item"> <a href="/solutions/security-and-resilience" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Security and Resilience Framework" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Security and Resilience Framework </span> </a> </li> <li class="devsite-nav-item"> <a href="/solutions/risk-and-compliance-as-code" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Risk and compliance as code (RCaC)" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Risk and compliance as code (RCaC) </span> </a> </li> <li class="devsite-nav-item"> <a href="/solutions/software-supply-chain-security" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Software Supply Chain Security" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Software Supply Chain Security </span> </a> </li> <li class="devsite-nav-item"> <a href="/solutions/security-foundation" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Security Foundation" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Security Foundation </span> </a> </li> <li class="devsite-nav-item"> <a href="/solutions/secops-cybershield" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Google Cloud Cybershield™" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Google Cloud Cybershield™ </span> </a> </li> <li class="devsite-nav-item"> <a href="/solutions#section-13" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Startups and SMB" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Startups and SMB </span> </a> </li> <li class="devsite-nav-item"> <a href="/startup" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Startup Program" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Startup Program </span> </a> </li> <li class="devsite-nav-item"> <a href="/solutions/smb" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Small and Medium Business" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Small and Medium Business </span> </a> </li> <li class="devsite-nav-item"> <a href="/saas" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Software as a Service" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Software as a Service </span> </a> </li> </ul> <ul class="devsite-nav-list" menu="Products" aria-label="Side menu" hidden> <li class="devsite-nav-item devsite-nav-heading"> <span class="devsite-nav-title" tooltip > <span class="devsite-nav-text" tooltip > Featured Products </span> </span> </li> <li class="devsite-nav-item"> <a href="/compute" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Compute Engine" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Compute Engine </span> </a> </li> <li class="devsite-nav-item"> <a href="/storage" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Cloud Storage" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Cloud Storage </span> </a> </li> <li class="devsite-nav-item"> <a href="/bigquery" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: BigQuery" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > BigQuery </span> </a> </li> <li class="devsite-nav-item"> <a href="/run" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Cloud Run" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Cloud Run </span> </a> </li> <li class="devsite-nav-item"> <a href="/kubernetes-engine" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Google Kubernetes Engine" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Google Kubernetes Engine </span> </a> </li> <li class="devsite-nav-item"> <a href="/vertex-ai" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Vertex AI" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Vertex AI </span> </a> </li> <li class="devsite-nav-item"> <a href="/looker" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Looker" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Looker </span> </a> </li> <li class="devsite-nav-item"> <a href="/apigee" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Apigee API Management" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Apigee API Management </span> </a> </li> <li class="devsite-nav-item"> <a href="/sql" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Cloud SQL" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Cloud SQL </span> </a> </li> <li class="devsite-nav-item"> <a href="/ai/gemini" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Gemini" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Gemini </span> </a> </li> <li class="devsite-nav-item"> <a href="/cdn" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Cloud CDN" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Cloud CDN </span> </a> </li> <li class="devsite-nav-item"> <a href="/products#featured-products/" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: See all products (100+)" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > See all products (100+) </span> </a> </li> <li class="devsite-nav-item"> <a href="/products/ai" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: AI and Machine Learning" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > AI and Machine Learning </span> </a> </li> <li class="devsite-nav-item"> <a href="/vertex-ai" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Vertex AI Platform" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Vertex AI Platform </span> </a> </li> <li class="devsite-nav-item"> <a href="/generative-ai-studio" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Vertex AI Studio" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Vertex AI Studio </span> </a> </li> <li class="devsite-nav-item"> <a href="/products/agent-builder" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Vertex AI Agent Builder" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Vertex AI Agent Builder </span> </a> </li> <li class="devsite-nav-item"> <a href="/products/conversational-agents" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Conversational Agents" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Conversational Agents </span> </a> </li> <li class="devsite-nav-item"> <a href="/enterprise-search" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Vertex AI Search" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Vertex AI Search </span> </a> </li> <li class="devsite-nav-item"> <a href="/speech-to-text" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Speech-to-Text" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Speech-to-Text </span> </a> </li> <li class="devsite-nav-item"> <a href="/text-to-speech" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Text-to-Speech" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Text-to-Speech </span> </a> </li> <li class="devsite-nav-item"> <a href="/translate" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Translation AI" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Translation AI </span> </a> </li> <li class="devsite-nav-item"> <a href="/document-ai" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Document AI" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Document AI </span> </a> </li> <li class="devsite-nav-item"> <a href="/vision" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Vision AI" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Vision AI </span> </a> </li> <li class="devsite-nav-item"> <a href="/solutions/contact-center-ai-platform" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Contact Center as a Service" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Contact Center as a Service </span> </a> </li> <li class="devsite-nav-item"> <a href="/products?pds=CAE#ai-and-machine-learning" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: See all AI and machine learning products" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > See all AI and machine learning products </span> </a> </li> <li class="devsite-nav-item devsite-nav-heading"> <span class="devsite-nav-title" tooltip > <span class="devsite-nav-text" tooltip > Business Intelligence </span> </span> </li> <li class="devsite-nav-item"> <a href="/looker" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Looker" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Looker </span> </a> </li> <li class="devsite-nav-item"> <a href="/looker-studio" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Looker Studio" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Looker Studio </span> </a> </li> <li class="devsite-nav-item"> <a href="/products/compute" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Compute" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Compute </span> </a> </li> <li class="devsite-nav-item"> <a href="/compute" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Compute Engine" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Compute Engine </span> </a> </li> <li class="devsite-nav-item"> <a href="/appengine" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: App Engine" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > App Engine </span> </a> </li> <li class="devsite-nav-item"> <a href="/gpu" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Cloud GPUs" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Cloud GPUs </span> </a> </li> <li class="devsite-nav-item"> <a href="/migrate/virtual-machines" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Migrate to Virtual Machines" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Migrate to Virtual Machines </span> </a> </li> <li class="devsite-nav-item"> <a href="/spot-vms" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Spot VMs" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Spot VMs </span> </a> </li> <li class="devsite-nav-item"> <a href="/batch" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Batch" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Batch </span> </a> </li> <li class="devsite-nav-item"> <a href="/compute/docs/nodes/sole-tenant-nodes" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Sole-Tenant Nodes" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Sole-Tenant Nodes </span> </a> </li> <li class="devsite-nav-item"> <a href="/bare-metal" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Bare Metal" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Bare Metal </span> </a> </li> <li class="devsite-nav-item"> <a href="/recommender" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Recommender" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Recommender </span> </a> </li> <li class="devsite-nav-item"> <a href="/vmware-engine" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: VMware Engine" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > VMware Engine </span> </a> </li> <li class="devsite-nav-item"> <a href="/run" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Cloud Run" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Cloud Run </span> </a> </li> <li class="devsite-nav-item"> <a href="/products?pds=CAUSAQw#compute" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: See all compute products" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > See all compute products </span> </a> </li> <li class="devsite-nav-item"> <a href="/containers" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Containers" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Containers </span> </a> </li> <li class="devsite-nav-item"> <a href="/kubernetes-engine" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Google Kubernetes Engine" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Google Kubernetes Engine </span> </a> </li> <li class="devsite-nav-item"> <a href="/run" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Cloud Run" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Cloud Run </span> </a> </li> <li class="devsite-nav-item"> <a href="/build" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Cloud Build" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Cloud Build </span> </a> </li> <li class="devsite-nav-item"> <a href="/artifact-registry" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Artifact Registry" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Artifact Registry </span> </a> </li> <li class="devsite-nav-item"> <a href="/code" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Cloud Code" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Cloud Code </span> </a> </li> <li class="devsite-nav-item"> <a href="/deploy" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Cloud Deploy" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Cloud Deploy </span> </a> </li> <li class="devsite-nav-item"> <a href="/migrate/containers" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Migrate to Containers" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Migrate to Containers </span> </a> </li> <li class="devsite-nav-item"> <a href="/deep-learning-containers" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Deep Learning Containers" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Deep Learning Containers </span> </a> </li> <li class="devsite-nav-item"> <a href="/knative" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Knative" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Knative </span> </a> </li> <li class="devsite-nav-item"> <a href="/solutions/smart-analytics" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Data Analytics" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Data Analytics </span> </a> </li> <li class="devsite-nav-item"> <a href="/bigquery" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: BigQuery" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > BigQuery </span> </a> </li> <li class="devsite-nav-item"> <a href="/looker" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Looker" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Looker </span> </a> </li> <li class="devsite-nav-item"> <a href="/dataflow" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Dataflow" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Dataflow </span> </a> </li> <li class="devsite-nav-item"> <a href="/pubsub" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Pub/Sub" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Pub/Sub </span> </a> </li> <li class="devsite-nav-item"> <a href="/dataproc" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Dataproc" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Dataproc </span> </a> </li> <li class="devsite-nav-item"> <a href="/data-fusion" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Cloud Data Fusion" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Cloud Data Fusion </span> </a> </li> <li class="devsite-nav-item"> <a href="/composer" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Cloud Composer" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Cloud Composer </span> </a> </li> <li class="devsite-nav-item"> <a href="/biglake" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: BigLake" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > BigLake </span> </a> </li> <li class="devsite-nav-item"> <a href="/dataplex" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Dataplex" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Dataplex </span> </a> </li> <li class="devsite-nav-item"> <a href="/dataform" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Dataform" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Dataform </span> </a> </li> <li class="devsite-nav-item"> <a href="/analytics-hub" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Analytics Hub" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Analytics Hub </span> </a> </li> <li class="devsite-nav-item"> <a href="/products?pds=CAQ#data-analytics" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: See all data analytics products" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > See all data analytics products </span> </a> </li> <li class="devsite-nav-item"> <a href="/products/databases" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Databases" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Databases </span> </a> </li> <li class="devsite-nav-item"> <a href="/alloydb" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: AlloyDB for PostgreSQL" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > AlloyDB for PostgreSQL </span> </a> </li> <li class="devsite-nav-item"> <a href="/sql" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Cloud SQL" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Cloud SQL </span> </a> </li> <li class="devsite-nav-item"> <a href="/firestore" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Firestore" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Firestore </span> </a> </li> <li class="devsite-nav-item"> <a href="/spanner" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Spanner" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Spanner </span> </a> </li> <li class="devsite-nav-item"> <a href="/bigtable" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Bigtable" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Bigtable </span> </a> </li> <li class="devsite-nav-item"> <a href="/datastream" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Datastream" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Datastream </span> </a> </li> <li class="devsite-nav-item"> <a href="/database-migration" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Database Migration Service" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Database Migration Service </span> </a> </li> <li class="devsite-nav-item"> <a href="/bare-metal" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Bare Metal Solution" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Bare Metal Solution </span> </a> </li> <li class="devsite-nav-item"> <a href="/memorystore" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Memorystore" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Memorystore </span> </a> </li> <li class="devsite-nav-item"> <a href="/products/tools" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Developer Tools" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Developer Tools </span> </a> </li> <li class="devsite-nav-item"> <a href="/artifact-registry" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Artifact Registry" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Artifact Registry </span> </a> </li> <li class="devsite-nav-item"> <a href="/code" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Cloud Code" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Cloud Code </span> </a> </li> <li class="devsite-nav-item"> <a href="/build" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Cloud Build" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Cloud Build </span> </a> </li> <li class="devsite-nav-item"> <a href="/deploy" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Cloud Deploy" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Cloud Deploy </span> </a> </li> <li class="devsite-nav-item"> <a href="/deployment-manager/docs" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Cloud Deployment Manager" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Cloud Deployment Manager </span> </a> </li> <li class="devsite-nav-item"> <a href="/sdk" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Cloud SDK" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Cloud SDK </span> </a> </li> <li class="devsite-nav-item"> <a href="/scheduler" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Cloud Scheduler" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Cloud Scheduler </span> </a> </li> <li class="devsite-nav-item"> <a href="/source-repositories" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Cloud Source Repositories" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Cloud Source Repositories </span> </a> </li> <li class="devsite-nav-item"> <a href="/infrastructure-manager" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Infrastructure Manager" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Infrastructure Manager </span> </a> </li> <li class="devsite-nav-item"> <a href="/workstations" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Cloud Workstations" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Cloud Workstations </span> </a> </li> <li class="devsite-nav-item"> <a href="/products/gemini/code-assist" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Gemini Code Assist" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Gemini Code Assist </span> </a> </li> <li class="devsite-nav-item"> <a href="/products?pds=CAI#developer-tools" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: See all developer tools" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > See all developer tools </span> </a> </li> <li class="devsite-nav-item"> <a href="/distributed-cloud" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Distributed Cloud" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Distributed Cloud </span> </a> </li> <li class="devsite-nav-item"> <a href="/distributed-cloud-edge" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Google Distributed Cloud Connected" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Google Distributed Cloud Connected </span> </a> </li> <li class="devsite-nav-item"> <a href="/distributed-cloud-hosted" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Google Distributed Cloud Air-gapped" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Google Distributed Cloud Air-gapped </span> </a> </li> <li class="devsite-nav-item devsite-nav-heading"> <span class="devsite-nav-title" tooltip > <span class="devsite-nav-text" tooltip > Hybrid and Multicloud </span> </span> </li> <li class="devsite-nav-item"> <a href="/kubernetes-engine" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Google Kubernetes Engine" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Google Kubernetes Engine </span> </a> </li> <li class="devsite-nav-item"> <a href="/apigee" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Apigee API Management" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Apigee API Management </span> </a> </li> <li class="devsite-nav-item"> <a href="/migrate/containers" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Migrate to Containers" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Migrate to Containers </span> </a> </li> <li class="devsite-nav-item"> <a href="/traffic-director" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Traffic Director" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Traffic Director </span> </a> </li> <li class="devsite-nav-item"> <a href="/build" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Cloud Build" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Cloud Build </span> </a> </li> <li class="devsite-nav-item"> <a href="/products/operations" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Operations" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Operations </span> </a> </li> <li class="devsite-nav-item"> <a href="/distributed-cloud" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Google Distributed Cloud" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Google Distributed Cloud </span> </a> </li> <li class="devsite-nav-item devsite-nav-heading"> <span class="devsite-nav-title" tooltip > <span class="devsite-nav-text" tooltip > Industry Specific </span> </span> </li> <li class="devsite-nav-item"> <a href="/anti-money-laundering-ai" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Anti Money Laundering AI" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Anti Money Laundering AI </span> </a> </li> <li class="devsite-nav-item"> <a href="/healthcare-api" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Cloud Healthcare API" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Cloud Healthcare API </span> </a> </li> <li class="devsite-nav-item"> <a href="/device-connect" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Device Connect for Fitbit" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Device Connect for Fitbit </span> </a> </li> <li class="devsite-nav-item"> <a href="/telecom-network-automation" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Telecom Network Automation" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Telecom Network Automation </span> </a> </li> <li class="devsite-nav-item"> <a href="/telecom-data-fabric" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Telecom Data Fabric" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Telecom Data Fabric </span> </a> </li> <li class="devsite-nav-item"> <a href="/telecom-subscriber-insights" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Telecom Subscriber Insights" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Telecom Subscriber Insights </span> </a> </li> <li class="devsite-nav-item"> <a href="/spectrum-access-system" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Spectrum Access System (SAS)" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Spectrum Access System (SAS) </span> </a> </li> <li class="devsite-nav-item"> <a href="/integration-services" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Integration Services" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Integration Services </span> </a> </li> <li class="devsite-nav-item"> <a href="/application-integration" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Application Integration" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Application Integration </span> </a> </li> <li class="devsite-nav-item"> <a href="/workflows" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Workflows" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Workflows </span> </a> </li> <li class="devsite-nav-item"> <a href="/apigee" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Apigee API Management" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Apigee API Management </span> </a> </li> <li class="devsite-nav-item"> <a href="/tasks" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Cloud Tasks" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Cloud Tasks </span> </a> </li> <li class="devsite-nav-item"> <a href="/scheduler" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Cloud Scheduler" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Cloud Scheduler </span> </a> </li> <li class="devsite-nav-item"> <a href="/dataproc" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Dataproc" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Dataproc </span> </a> </li> <li class="devsite-nav-item"> <a href="/data-fusion" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Cloud Data Fusion" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Cloud Data Fusion </span> </a> </li> <li class="devsite-nav-item"> <a href="/composer" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Cloud Composer" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Cloud Composer </span> </a> </li> <li class="devsite-nav-item"> <a href="/pubsub" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Pub/Sub" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Pub/Sub </span> </a> </li> <li class="devsite-nav-item"> <a href="/eventarc/docs" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Eventarc" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Eventarc </span> </a> </li> <li class="devsite-nav-item"> <a href="/products/management" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Management Tools" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Management Tools </span> </a> </li> <li class="devsite-nav-item"> <a href="/shell" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Cloud Shell" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Cloud Shell </span> </a> </li> <li class="devsite-nav-item"> <a href="/cloud-console" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Cloud console" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Cloud console </span> </a> </li> <li class="devsite-nav-item"> <a href="/endpoints" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Cloud Endpoints" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Cloud Endpoints </span> </a> </li> <li class="devsite-nav-item"> <a href="/iam" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Cloud IAM" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Cloud IAM </span> </a> </li> <li class="devsite-nav-item"> <a href="/apis" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Cloud APIs" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Cloud APIs </span> </a> </li> <li class="devsite-nav-item"> <a href="/private-catalog" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Service Catalog" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Service Catalog </span> </a> </li> <li class="devsite-nav-item"> <a href="/cost-management" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Cost Management" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Cost Management </span> </a> </li> <li class="devsite-nav-item"> <a href="/products/operations" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Operations" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Operations </span> </a> </li> <li class="devsite-nav-item"> <a href="/carbon-footprint" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Carbon Footprint" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Carbon Footprint </span> </a> </li> <li class="devsite-nav-item"> <a href="/config-connector/docs/overview" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Config Connector" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Config Connector </span> </a> </li> <li class="devsite-nav-item"> <a href="/solutions/active-assist" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Active Assist" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Active Assist </span> </a> </li> <li class="devsite-nav-item"> <a href="/products?pds=CAY#managment-tools" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: See all management tools" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > See all management tools </span> </a> </li> <li class="devsite-nav-item"> <a href="/solutions/geospatial" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Maps and Geospatial" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Maps and Geospatial </span> </a> </li> <li class="devsite-nav-item"> <a href="/earth-engine" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Earth Engine" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Earth Engine </span> </a> </li> <li class="devsite-nav-item"> <a href="https://mapsplatform.google.com/" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Google Maps Platform" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Google Maps Platform </span> </a> </li> <li class="devsite-nav-item devsite-nav-heading"> <span class="devsite-nav-title" tooltip > <span class="devsite-nav-text" tooltip > Media Services </span> </span> </li> <li class="devsite-nav-item"> <a href="/cdn" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Cloud CDN" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Cloud CDN </span> </a> </li> <li class="devsite-nav-item"> <a href="/livestream/docs" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Live Stream API" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Live Stream API </span> </a> </li> <li class="devsite-nav-item"> <a href="/opencue" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: OpenCue" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > OpenCue </span> </a> </li> <li class="devsite-nav-item"> <a href="/transcoder/docs" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Transcoder API" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Transcoder API </span> </a> </li> <li class="devsite-nav-item"> <a href="/video-stitcher" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Video Stitcher API" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Video Stitcher API </span> </a> </li> <li class="devsite-nav-item"> <a href="/products/cloud-migration" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Migration" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Migration </span> </a> </li> <li class="devsite-nav-item"> <a href="/migration-center/docs" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Migration Center" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Migration Center </span> </a> </li> <li class="devsite-nav-item"> <a href="/solutions/application-migration" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Application Migration" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Application Migration </span> </a> </li> <li class="devsite-nav-item"> <a href="/migrate/virtual-machines" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Migrate to Virtual Machines" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Migrate to Virtual Machines </span> </a> </li> <li class="devsite-nav-item"> <a href="/foundation-toolkit" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Cloud Foundation Toolkit" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Cloud Foundation Toolkit </span> </a> </li> <li class="devsite-nav-item"> <a href="/database-migration" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Database Migration Service" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Database Migration Service </span> </a> </li> <li class="devsite-nav-item"> <a href="/migrate/containers" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Migrate to Containers" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Migrate to Containers </span> </a> </li> <li class="devsite-nav-item"> <a href="/bigquery-transfer/docs/introduction" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: BigQuery Data Transfer Service" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > BigQuery Data Transfer Service </span> </a> </li> <li class="devsite-nav-item"> <a href="/solutions/cloud-migration-program" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Rapid Migration and Modernization Program" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Rapid Migration and Modernization Program </span> </a> </li> <li class="devsite-nav-item"> <a href="/transfer-appliance/docs/4.0" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Transfer Appliance" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Transfer Appliance </span> </a> </li> <li class="devsite-nav-item"> <a href="/storage-transfer-service" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Storage Transfer Service" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Storage Transfer Service </span> </a> </li> <li class="devsite-nav-item"> <a href="/vmware-engine" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: VMware Engine" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > VMware Engine </span> </a> </li> <li class="devsite-nav-item devsite-nav-heading"> <span class="devsite-nav-title" tooltip > <span class="devsite-nav-text" tooltip > Mixed Reality </span> </span> </li> <li class="devsite-nav-item"> <a href="/immersive-stream/xr" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Immersive Stream for XR" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Immersive Stream for XR </span> </a> </li> <li class="devsite-nav-item"> <a href="/products/networking" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Networking" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Networking </span> </a> </li> <li class="devsite-nav-item"> <a href="/armor" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Cloud Armor" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Cloud Armor </span> </a> </li> <li class="devsite-nav-item"> <a href="/cdn" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Cloud CDN and Media CDN" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Cloud CDN and Media CDN </span> </a> </li> <li class="devsite-nav-item"> <a href="/dns" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Cloud DNS" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Cloud DNS </span> </a> </li> <li class="devsite-nav-item"> <a href="/load-balancing" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Cloud Load Balancing" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Cloud Load Balancing </span> </a> </li> <li class="devsite-nav-item"> <a href="/nat" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Cloud NAT" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Cloud NAT </span> </a> </li> <li class="devsite-nav-item"> <a href="/hybrid-connectivity" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Cloud Connectivity" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Cloud Connectivity </span> </a> </li> <li class="devsite-nav-item"> <a href="/network-connectivity-center" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Network Connectivity Center" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Network Connectivity Center </span> </a> </li> <li class="devsite-nav-item"> <a href="/network-intelligence-center" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Network Intelligence Center" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Network Intelligence Center </span> </a> </li> <li class="devsite-nav-item"> <a href="/network-tiers" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Network Service Tiers" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Network Service Tiers </span> </a> </li> <li class="devsite-nav-item"> <a href="/vpc" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Virtual Private Cloud" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Virtual Private Cloud </span> </a> </li> <li class="devsite-nav-item"> <a href="/private-service-connect" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Private Service Connect" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Private Service Connect </span> </a> </li> <li class="devsite-nav-item"> <a href="/products?pds=CAUSAQ0#networking" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: See all networking products" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > See all networking products </span> </a> </li> <li class="devsite-nav-item"> <a href="/products/operations" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Operations" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Operations </span> </a> </li> <li class="devsite-nav-item"> <a href="/logging" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Cloud Logging" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Cloud Logging </span> </a> </li> <li class="devsite-nav-item"> <a href="/monitoring" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Cloud Monitoring" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Cloud Monitoring </span> </a> </li> <li class="devsite-nav-item"> <a href="/error-reporting" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Error Reporting" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Error Reporting </span> </a> </li> <li class="devsite-nav-item"> <a href="/debugger" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Cloud Debugger" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Cloud Debugger </span> </a> </li> <li class="devsite-nav-item"> <a href="/trace" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Cloud Trace" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Cloud Trace </span> </a> </li> <li class="devsite-nav-item"> <a href="/profiler" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Cloud Profiler" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Cloud Profiler </span> </a> </li> <li class="devsite-nav-item"> <a href="/docs/quotas" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Cloud Quotas" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Cloud Quotas </span> </a> </li> <li class="devsite-nav-item devsite-nav-heading"> <span class="devsite-nav-title" tooltip > <span class="devsite-nav-text" tooltip > Productivity and Collaboration </span> </span> </li> <li class="devsite-nav-item"> <a href="https://about.appsheet.com/home/" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: AppSheet" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > AppSheet </span> </a> </li> <li class="devsite-nav-item"> <a href="/appsheet/automation" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: AppSheet Automation" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > AppSheet Automation </span> </a> </li> <li class="devsite-nav-item"> <a href="https://workspace.google.com/solutions/enterprise/?enterprise-benefits_activeEl=connect/" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Google Workspace" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Google Workspace </span> </a> </li> <li class="devsite-nav-item"> <a href="https://workspace.google.com/essentials/" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Google Workspace Essentials" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Google Workspace Essentials </span> </a> </li> <li class="devsite-nav-item"> <a href="https://workspace.google.com/solutions/ai/" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Gemini for Workspace" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Gemini for Workspace </span> </a> </li> <li class="devsite-nav-item"> <a href="/identity" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Cloud Identity" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Cloud Identity </span> </a> </li> <li class="devsite-nav-item"> <a href="/chrome-enterprise" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Chrome Enterprise" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Chrome Enterprise </span> </a> </li> <li class="devsite-nav-item"> <a href="/products/security-and-identity" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Security and Identity" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Security and Identity </span> </a> </li> <li class="devsite-nav-item"> <a href="/security/products/iam" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Cloud IAM" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Cloud IAM </span> </a> </li> <li class="devsite-nav-item"> <a href="/security/products/sensitive-data-protection" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Sensitive Data Protection" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Sensitive Data Protection </span> </a> </li> <li class="devsite-nav-item"> <a href="/security/products/managed-defense" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Mandiant Managed Defense" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Mandiant Managed Defense </span> </a> </li> <li class="devsite-nav-item"> <a href="/security/products/threat-intelligence" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Google Threat Intelligence" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Google Threat Intelligence </span> </a> </li> <li class="devsite-nav-item"> <a href="/security/products/security-command-center" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Security Command Center" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Security Command Center </span> </a> </li> <li class="devsite-nav-item"> <a href="/security/products/security-key-management" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Cloud Key Management" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Cloud Key Management </span> </a> </li> <li class="devsite-nav-item"> <a href="/security/consulting/mandiant-incident-response-services" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Mandiant Incident Response" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Mandiant Incident Response </span> </a> </li> <li class="devsite-nav-item"> <a href="https://chromeenterprise.google/products/chrome-enterprise-premium/" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Chrome Enterprise Premium" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Chrome Enterprise Premium </span> </a> </li> <li class="devsite-nav-item"> <a href="/security/products/assured-workloads" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Assured Workloads" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Assured Workloads </span> </a> </li> <li class="devsite-nav-item"> <a href="/security/products/security-operations" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Google Security Operations" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Google Security Operations </span> </a> </li> <li class="devsite-nav-item"> <a href="/security/consulting/mandiant-services" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Mandiant Consulting" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Mandiant Consulting </span> </a> </li> <li class="devsite-nav-item"> <a href="/products?pds=CAg#security-and-identity" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: See all security and identity products" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > See all security and identity products </span> </a> </li> <li class="devsite-nav-item"> <a href="/serverless" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Serverless" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Serverless </span> </a> </li> <li class="devsite-nav-item"> <a href="/run" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Cloud Run" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Cloud Run </span> </a> </li> <li class="devsite-nav-item"> <a href="/functions" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Cloud Functions" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Cloud Functions </span> </a> </li> <li class="devsite-nav-item"> <a href="/appengine" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: App Engine" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > App Engine </span> </a> </li> <li class="devsite-nav-item"> <a href="/workflows" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Workflows" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Workflows </span> </a> </li> <li class="devsite-nav-item"> <a href="/api-gateway" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: API Gateway" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > API Gateway </span> </a> </li> <li class="devsite-nav-item"> <a href="/products/storage" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Storage" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Storage </span> </a> </li> <li class="devsite-nav-item"> <a href="/storage" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Cloud Storage" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Cloud Storage </span> </a> </li> <li class="devsite-nav-item"> <a href="/products/block-storage" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Block Storage" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Block Storage </span> </a> </li> <li class="devsite-nav-item"> <a href="/filestore" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Filestore" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Filestore </span> </a> </li> <li class="devsite-nav-item"> <a href="/persistent-disk" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Persistent Disk" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Persistent Disk </span> </a> </li> <li class="devsite-nav-item"> <a href="https://firebase.google.com/products/storage/" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Cloud Storage for Firebase" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Cloud Storage for Firebase </span> </a> </li> <li class="devsite-nav-item"> <a href="/local-ssd" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Local SSD" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Local SSD </span> </a> </li> <li class="devsite-nav-item"> <a href="/storage-transfer-service" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Storage Transfer Service" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Storage Transfer Service </span> </a> </li> <li class="devsite-nav-item"> <a href="/parallelstore" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Parallelstore" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Parallelstore </span> </a> </li> <li class="devsite-nav-item"> <a href="/netapp-volumes" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Google Cloud NetApp Volumes" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Google Cloud NetApp Volumes </span> </a> </li> <li class="devsite-nav-item"> <a href="/backup-disaster-recovery" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Backup and DR Service" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Backup and DR Service </span> </a> </li> <li class="devsite-nav-item"> <a href="/web3" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Web3" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Web3 </span> </a> </li> <li class="devsite-nav-item"> <a href="/blockchain-node-engine" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Blockchain Node Engine" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Blockchain Node Engine </span> </a> </li> <li class="devsite-nav-item"> <a href="/products/blockchain-rpc" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Blockchain RPC" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Blockchain RPC </span> </a> </li> </ul> <ul class="devsite-nav-list" menu="Pricing" aria-label="Side menu" hidden> <li class="devsite-nav-item devsite-nav-heading"> <span class="devsite-nav-title" tooltip > <span class="devsite-nav-text" tooltip > Save money with our transparent approach to pricing </span> </span> </li> <li class="devsite-nav-item"> <a href="/contact/?direct=true" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Request a quote" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Request a quote </span> </a> </li> <li class="devsite-nav-item devsite-nav-heading"> <span class="devsite-nav-title" tooltip > <span class="devsite-nav-text" tooltip > Pricing overview and tools </span> </span> </li> <li class="devsite-nav-item"> <a href="/pricing" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Google Cloud pricing" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Google Cloud pricing </span> </a> </li> <li class="devsite-nav-item"> <a href="/products/calculator" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Pricing calculator" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Pricing calculator </span> </a> </li> <li class="devsite-nav-item"> <a href="/free" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Google Cloud free tier" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Google Cloud free tier </span> </a> </li> <li class="devsite-nav-item"> <a href="/architecture/framework/cost-optimization" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Cost optimization framework" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Cost optimization framework </span> </a> </li> <li class="devsite-nav-item"> <a href="/cost-management" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Cost management tools" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Cost management tools </span> </a> </li> <li class="devsite-nav-item devsite-nav-heading"> <span class="devsite-nav-title" tooltip > <span class="devsite-nav-text" tooltip > Product-specific Pricing </span> </span> </li> <li class="devsite-nav-item"> <a href="/compute/all-pricing" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Compute Engine" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Compute Engine </span> </a> </li> <li class="devsite-nav-item"> <a href="/sql/pricing" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Cloud SQL" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Cloud SQL </span> </a> </li> <li class="devsite-nav-item"> <a href="/kubernetes-engine/pricing" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Google Kubernetes Engine" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Google Kubernetes Engine </span> </a> </li> <li class="devsite-nav-item"> <a href="/storage/pricing" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Cloud Storage" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Cloud Storage </span> </a> </li> <li class="devsite-nav-item"> <a href="/bigquery/pricing" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: BigQuery" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > BigQuery </span> </a> </li> <li class="devsite-nav-item"> <a href="/pricing/list" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: See full price list with 100+ products" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > See full price list with 100+ products </span> </a> </li> </ul> <ul class="devsite-nav-list" menu="Resources" aria-label="Side menu" hidden> <li class="devsite-nav-item devsite-nav-heading"> <span class="devsite-nav-title" tooltip > <span class="devsite-nav-text" tooltip > Learn & build </span> </span> </li> <li class="devsite-nav-item"> <a href="/free" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Google Cloud Free Program" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Google Cloud Free Program </span> </a> </li> <li class="devsite-nav-item"> <a href="/docs/tutorials?doctype=quickstart" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Quickstarts" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Quickstarts </span> </a> </li> <li class="devsite-nav-item"> <a href="/discover" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Cloud computing basics" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Cloud computing basics </span> </a> </li> <li class="devsite-nav-item"> <a href="/blog" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Blog" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Blog </span> </a> </li> <li class="devsite-nav-item"> <a href="/learn" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Learning Hub" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Learning Hub </span> </a> </li> <li class="devsite-nav-item"> <a href="/training" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Training" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Training </span> </a> </li> <li class="devsite-nav-item"> <a href="/certification" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Certification" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Certification </span> </a> </li> <li class="devsite-nav-item"> <a href="/architecture" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Cloud Architecture Center" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Cloud Architecture Center </span> </a> </li> <li class="devsite-nav-item devsite-nav-heading"> <span class="devsite-nav-title" tooltip > <span class="devsite-nav-text" tooltip > Connect </span> </span> </li> <li class="devsite-nav-item"> <a href="/innovators/innovatorsplus" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Innovators" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Innovators </span> </a> </li> <li class="devsite-nav-item"> <a href="/developers" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Developer Center" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Developer Center </span> </a> </li> <li class="devsite-nav-item"> <a href="/events" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Events and webinars" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Events and webinars </span> </a> </li> <li class="devsite-nav-item"> <a href="/communities" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Google Cloud Community" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Google Cloud Community </span> </a> </li> <li class="devsite-nav-item devsite-nav-heading"> <span class="devsite-nav-title" tooltip > <span class="devsite-nav-text" tooltip > Google Cloud Consulting </span> </span> </li> <li class="devsite-nav-item"> <a href="/consulting" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Google Cloud Consulting" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Google Cloud Consulting </span> </a> </li> <li class="devsite-nav-item"> <a href="/marketplace" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Google Cloud Marketplace" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Google Cloud Marketplace </span> </a> </li> <li class="devsite-nav-item"> <a href="/partners" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Google Cloud partners" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Google Cloud partners </span> </a> </li> <li class="devsite-nav-item"> <a href="https://partners.cloud.google.com/" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Become a partner" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Become a partner </span> </a> </li> </ul> </div> </div> </nav> </devsite-book-nav> <section id="gc-wrapper"> <main role="main" class="devsite-main-content" > <div class="devsite-sidebar"> <div class="devsite-sidebar-content"> <devsite-toc class="devsite-nav" role="navigation" aria-label="On this page" depth="2" scrollbars disabled></devsite-toc> <devsite-recommendations-sidebar class="nocontent devsite-nav"> </devsite-recommendations-sidebar> </div> </div> <devsite-content> <article class="devsite-article"><style> /* Styles inlined from /css/pricing-table.css */ html, body { padding-bottom: 35px !important; } .flex-d { display: flex; } .flex-1 { flex: 1; } devsite-iframe iframe[src*=\.frame] { height: inherit; } .table-bar { align-items: center; background-color: #2B85E7; box-sizing: border-box; color: rgba(255, 255, 255, 0.870588); display: flex; flex-direction: row; height: 64px; line-height: 28px; margin: 0; overflow: hidden; padding: 0 16px; } /* Override material css */ .table-bar md-select:not([disabled]):focus .md-select-value { color: inherit; } .table-bar .separator, .table-bar .seperator { background-color: rgba(0,0,0,0.15); display: none; height: 32px; margin: 0 20px; width: 1px; } table.table-accelerators td:first-child { min-width:280px; } /* aside css */ [dir=ltr] body[layout=full] #cloud-site aside { margin-top: 15px; padding: 15px 40px; } [dir=ltr] #cloud-site aside:before { margin-left: -24px; } #cloud-site aside p { margin: 0 10px; } .contact-sales_module { padding: 0 24px; } @media only screen and (min-width: 480px) { .table-bar .separator, .table-bar .seperator { display: block; } } .table-bar .spacer { display: none; } @media only screen and (min-width: 480px) { .table-bar .spacer { display: block; } } .table-bar md-select { flex-grow: 1; margin: 0 20px 0 0; min-width: 70px; } @media only screen and (min-width: 480px) { .table-bar md-select { flex-grow: 0; margin-right: 0; min-width: 150px; } } @media only screen and (min-width: 721px) { .table-bar md-select { min-width: 90px; } } @media only screen and (min-width: 768px) { .table-bar md-select { min-width: 140px; } } @media only screen and (min-width: 1024px) { .table-bar md-select { min-width: 180px; } } .table-bar md-switch { margin-left: 12px; margin-right: 4px; } .table-bar .rate { opacity: 0.7; } .table-bar .rate.selected { opacity: 1; } table td { background: #fff; padding: 15px 16px; } table thead tr th { background: #eee; color: #333; font-weight: normal; padding: 20px 16px; } table thead tr th code { color: #78909d; } table thead tr th :link, table thead tr th :visited, table thead tr th a, table thead tr th a:active, table thead tr th a:visited { color: inherit; } .devsite-table-wrapper { box-shadow: 0 1px 2px rgba(0,0,0,0.5); } #cloud-site .devsite-table-wrapper { box-shadow: none; } .table-vertical-align-center { vertical-align: middle; } /* Unknown reason why the md-select dropdown does not position correctly against the md-select * input. Making the md-select dropdown appear above the .devsite-top-section-wrapper to * at least allow user interaction */ .md-select-menu-container.md-active { z-index: 10008; } md-select-menu { max-height: 226px; } md-select-menu md-content { max-height: 182px; } </style> <div class="devsite-article-meta nocontent" role="navigation"> <ul class="devsite-breadcrumb-list" aria-label="Breadcrumb"> <li class="devsite-breadcrumb-item "> <a href="https://cloud.google.com/" class="devsite-breadcrumb-link gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Breadcrumbs" data-value="1" track-type="globalNav" track-name="breadcrumb" track-metadata-position="1" track-metadata-eventdetail="Google Cloud" > Home </a> </li> <li class="devsite-breadcrumb-item "> <div class="devsite-breadcrumb-guillemet material-icons" aria-hidden="true"></div> <a href="https://cloud.google.com/stackdriver/docs" class="devsite-breadcrumb-link gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Breadcrumbs" data-value="2" track-type="globalNav" track-name="breadcrumb" track-metadata-position="2" track-metadata-eventdetail="Google Cloud Observability" > Google Cloud Observability </a> </li> </ul> </div> <devsite-feedback position="header" project-name="Google Cloud Observability" product-id="107870" bucket="documentation" context="Google Cloud Observability docs feedback link" version="t-devsite-webserver-20241114-r00-rc02.464922260396498922" data-label="Send Feedback Button" track-type="feedback" track-name="sendFeedbackLink" track-metadata-position="header" class="nocontent" project-feedback-url="https://issuetracker.google.com/issues/new?component=187158" project-icon="https://www.gstatic.com/devrel-devsite/prod/v870e399c64f7c43c99a3043db4b3a74327bb93d0914e84a0c3dba90bbfd67625/cloud/images/favicons/onecloud/super_cloud.png" project-support-url="https://cloud.google.com/stackdriver/docs/getting-support" > <button> Send feedback </button> </devsite-feedback> <devsite-feature-tooltip ack-key="AckCollectionsBookmarkTooltipDismiss" analytics-category="Site-Wide Custom Events" analytics-action-show="Callout Profile displayed" analytics-action-close="Callout Profile dismissed" analytics-label="Create Collection Callout" class="devsite-page-bookmark-tooltip nocontent" dismiss-button="true" id="devsite-collections-dropdown" dismiss-button-text="Dismiss" close-button-text="Got it"> <devsite-bookmark></devsite-bookmark> <span slot="popout-heading"> Stay organized with collections </span> <span slot="popout-contents"> Save and categorize content based on your preferences. </span> </devsite-feature-tooltip> <devsite-toc class="devsite-nav" depth="2" devsite-toc-embedded disabled> </devsite-toc> <div class="devsite-article-body clearfix devsite-no-page-title"> <article id="cloud-site"> <nav class="cloud-jump-menu " data-cloud-menu-label="Pricing" > </nav> <div class="cloud-jump-content"> <div class="cloud-section"> <h1 class="cloud-headline1 cloud-jump-section" id="google-cloud-observability-pricing" data-text="Google Cloud Observability pricing" tabindex="-1">Google Cloud Observability pricing</h1> <p>The pricing for Google Cloud Observability lets you control your usage and spending. Google Cloud Observability products are priced by data volume or usage. You can use the free data usage allotments to get started with no upfront fees or commitments.</p> <p>The following tables summarize the pricing information for Cloud Logging, Cloud Monitoring, and Cloud Trace.</p> <h2 id="logging-pricing-summary" data-text="Cloud Logging pricing summary" tabindex="-1">Cloud Logging pricing summary</h2> <div class="cloud-pricing__table"> <table> <col style="width:20%"/> <col style="width:35%"/> <col style="width:25%"/> <col style="width:20%"/> <thead> <tr> <th>Feature</th> <th>Price<sup><a href="/stackdriver/pricing#binary-units" track-type="inline link">1</a></sup></th> <th>Free allotment per month</th> <th>Effective date</th> </tr> </thead> <tbody> <tr> <td><a href="/logging/docs" track-type="inline link">Logging</a> storage<sup>*</sup></br> except for vended network logs.</td> <td>$0.50/GiB;<br/> One-time charge for streaming logs into log bucket storage for indexing, querying, and analysis; includes up to 30 days of storage in log buckets. No additional charges for querying and analyzing log data.<br/> </td> <td>First 50 GiB/project/month</td> <td>July 1, 2018</td> </tr> <tr> <td>Vended network logs storage<sup>&dagger;</sup></td> <td>$0.25/GiB;<br/> One-time charge for streaming <a href="/vpc/network-pricing#network-telemetry">network telemetry logs</a> into log bucket storage for indexing, querying, and analysis; includes up to 30 days of storage in log buckets. No additional charges for querying and analyzing log data. </td> <td>Not applicable</td> <td>October 1, 2024</td> </tr> <tr> <td><a href="/logging/docs" track-type="inline link">Logging</a> retention<sup>&Dagger;</sup></td> <td>$0.01 per GiB per month for logs retained more than 30 days; billed monthly according to retention.</td> <td>Logs retained for the <a href="/logging/quotas#logs_retention_periods" track-type="inline link">default retention period</a> don't incur a retention cost.</td> <td>January 1, 2022</td> </tr> <tr> <td><a href="/logging/docs/routing/overview#ingesting-routing" track-type="inline link">Log Router</a><sup>&clubs;</sup> </td> <td>No additional charge</td> <td>Not applicable</td> <td>Not applicable</td> </tr> <tr> <td><a href="/logging/docs/log-analytics#analytics" track-type="inline link">Log Analytics</a><sup>&hearts;</sup> </td> <td>No additional charge</td> <td>Not applicable</td> <td>Not applicable</td> </tr> </tbody> </table> </div> <sup>*</sup>  <small>Storage volume counts the actual size of the log entries prior to indexing. There are no storage charges for logs stored in the <a href="#storage-model"><code translate="no" dir="ltr">_Required</code> log bucket</a>.<br/></small> <sup>&dagger;</sup>  <small>Vended logs are Google Cloud networking logs that are generated by Google Cloud services when the generation of these logs is enabled. Vended logs include VPC Flow Logs, Firewall Rules Logging, and Cloud NAT logs. These logs are also subject to <a href="/vpc/network-pricing#network-telemetry">Network telemetry pricing</a>. For more information, see <a href="/stackdriver/pricing#vended_logs_details">Vended logs</a>.<br/></small> <sup>&Dagger;</sup>  <small>There are no retention charges for logs stored in the <code translate="no" dir="ltr">_Required</code> log bucket, which has a fixed retention period of 400 days.<br/></small> <sup>&clubs;</sup>  <small>Log routing is defined as forwarding logs received through the Cloud Logging API to a supported destination. Destination charges might apply to routed logs.<br/></small> <sup>&hearts;</sup>  <small>There is no charge to upgrade a log bucket to use Log Analytics or to issue SQL queries from the <b>Log Analytics</b> page.<br/></small> <small>Note: The pricing language for Cloud Logging changed on July 19, 2023; however, the free allotments and the rates haven't changed. Your bill might refer to the old pricing language.<br/></small> <h2 id="monitoring-pricing-summary" data-text="Cloud Monitoring pricing summary" tabindex="-1">Cloud Monitoring pricing summary</h2> <p><span id="mgd-prometheus-pricing-summary"></span></p> <div class="cloud-pricing__table"> <table> <col style="width:20%"/> <col style="width:35%"/> <col style="width:25%"/> <col style="width:20%"/> <thead> <tr> <th>Feature</th> <th>Price</th> <th>Free allotment per month</th> <th>Effective date</th> </tr> </thead> <tbody> <tr> <td><a class="cloud-link" href="/monitoring/docs" track-type="inline link"> All Monitoring</a> data<br/> except data ingested by using Managed Service for Prometheus</td> <td>$0.2580/MiB<sup><a class="cloud-link" href="/stackdriver/pricing#binary-units" track-type="inline link">1</a></sup>: first 150–100,000 MiB<br/> $0.1510/MiB: next 100,000–250,000 MiB<br/> $0.0610/MiB: >250,000 MiB</td> <td>All <a href="/stackdriver/pricing#metrics-non-chargeable" track-type="inline link" class="cloud-link">non-chargeable Google Cloud metrics</a><br/> First 150 MiB per billing account for <a href="/stackdriver/pricing#metrics-charged-by-bytes" track-type="inline link" class="cloud-link">metrics charged by bytes ingested</a></td> <td>July 1, 2018</td> </tr> <tr> <td>Metrics ingested by using <a class="cloud-link" href="/stackdriver/docs/managed-prometheus" track-type="inline link"> Google Cloud Managed Service for Prometheus</a>, including <a href="/stackdriver/docs/solutions/gke/managing-metrics#control-plane-metrics" track-type="inline link"> GKE control plane metrics</a></td> <td>$0.06/million <a href="/stackdriver/pricing#metrics-charged-by-samples" track-type="inline link" class="cloud-link">samples</a><sup>&dagger;</sup>: first 0-50 billion samples ingested<sup>#</sup><br/> $0.048/million samples: next 50-250 billion samples ingested<br/> $0.036/million samples: next 250-500 billion samples ingested<br/> $0.024/million samples: >500 billion samples ingested</td> <td>Not applicable</td> <td>August 8, 2023</td> </tr> <tr> <td> <a class="cloud-link" href="/monitoring/docs" track-type="inline link">Monitoring</a> API calls </td> <td>$0.01/1,000 Read API calls<br/>(Write API calls are free)</td> <td>First 1 million Read API calls included per billing account</td> <td>July 1, 2018</td> </tr> <tr> <td>Execution of <a class="cloud-link" href="/monitoring/uptime-checks/introduction" track-type="inline link">Monitoring uptime checks</a></td> <td>$0.30/1,000 executions<sup>&Dagger;</sup></td> <td>1 million executions per Google Cloud project</td> <td>October 1, 2022</td> </tr> <tr> <td>Execution of <a class="cloud-link" href="/monitoring/uptime-checks/introduction" track-type="inline link">Monitoring Synthetic Monitors</a></td> <td>$1.20/1,000 executions<sup>*</sup></td> <td>100 executions per billing account</td> <td>November 1, 2023</td> </tr> <td> <a class="cloud-link" href="/monitoring/alerts" track-type="inline link">Alerting policies</a></td> <td>$1.50 per month for each condition in an alerting policy<br/> $0.35 per 1,000,000 time series returned by the query of a metric alerting policy condition<sup>&clubs;</sup></td> <td>Not applicable</td> <td>April 2026</td> </tr> </tbody> </table> </div> <sup>&dagger;</sup>  <small>Google Cloud Managed Service for Prometheus uses Cloud Monitoring storage for externally created metric data and uses the Monitoring API to retrieve that data. Managed Service for Prometheus meters based on samples ingested instead of bytes to align with Prometheus' conventions. For more information about sample-based metering, see <a href="#sample-pricing-rationale" track-type="inline link">Pricing for controllability and predictability</a>. For computational examples, see <a href="#pricing_examples_samples" track-type="inline link">Pricing examples based on samples ingested</a>.<br/></small> <sup>#</sup>  <small>Samples are counted per billing account.<br/></small> <sup>&Dagger;</sup>  <small>Executions are charged to the billing account in which they are defined. For more information, see <a href="/stackdriver/pricing#pricing_examples_uptime" track-type="inline link"> Pricing for uptime-check execution</a>.<br/></small> <sup>*</sup>  <small>Executions are charged to the billing account in which they are defined. For each execution, you might incur additional charges from other Google Cloud services, including services such as Cloud Run functions, Cloud Storage, and Cloud Logging. For information about these additional charges, see the pricing document for the respective Google Cloud service.<br/></small> <sup>&clubs;</sup>  <small>For more information, see <a href="#pricing-alerting">Pricing for alerting</a>.</small> <h2 id="trace-pricing-summary" data-text="Cloud Trace pricing summary" tabindex="-1">Cloud Trace pricing summary</h2> <div class="cloud-pricing__table"> <table> <col style="width:20%"/> <col style="width:35%"/> <col style="width:25%"/> <col style="width:20%"/> <thead> <tr> <th> Feature </th> <th> Price </th> <th> Free allotment per month </th> <th> Effective date </th> </tr> </thead> <tbody> <tr> <td> <a class="cloud-link" href="/trace/docs" track-type="inline link">Trace</a> ingestion </td> <td> $0.20/million spans </td> <td> First 2.5 million spans per billing account </td> <td> November 1, 2018 </td> </tr> </tbody> </table> </div> <p>For detailed information about the costs for Google Cloud Observability products, see the following sections of this page:</p> <ul> <li><a href="#logging-costs" track-type="inline link">Cloud Logging</a> </li> <li><a href="#monitoring-costs" track-type="inline link">Cloud Monitoring</a> </li> <li><a href="#error-report-costs" track-type="inline link">Error Reporting</a> </li> <li><a href="#profiler-costs" track-type="inline link">Cloud Profiler</a> </li> <li><a href="#trace-costs" track-type="inline link">Cloud Trace</a> </li> </ul> <p>For information about GKE Enterprise pricing, see <a href="#anthos-costs" track-type="inline link">GKE Enterprise</a>.</p> <h2 id="view-usage" class="cloud-jump-section cloud-headline2" data-text="Viewing your usage" tabindex="-1">Viewing your usage</h2> <p>To view your current usage, go to the <strong>Cloud Billing Reports</strong> page of the Google Cloud console</p> <p><a href="https://console.cloud.google.com/billing" track-type="inline link" target="console" class="button button-primary">Go to <strong>Cloud Billing</strong></a> </p> <p>Based on your current usage data, you can <a href="/stackdriver/estimating-bills" track-type="inline link">estimate your bills</a> by using the <a href="/products/calculator" track-type="inline link">pricing calculator</a>.</p> <p>For example, consider a configuration where every Compute Engine VM instance generates <strong>10 GiB</strong> of <a href="#logs-chargeable" track-type="inline link">chargeable logs</a> and <strong>20 MiB</strong> of <a href="#metrics-chargeable" track-type="inline link">chargeable metrics</a> per month. By using the pricing calculator you can determine the expected Cloud Monitoring and Cloud Logging costs:</p> <table> <thead> <tr> <th></th> <th>1 VM</th> <th>10 VMs</th> <th>100 VMs</th> <th>1000 VMs</th> </tr> </thead> <tbody> <tr> <td>Metrics cost per month</td> <td>$0.00</td> <td>$12.90</td> <td>$477.30</td> <td>$5,121.30</td> </tr> <tr> <td>Logging cost per month</td> <td>$0.00</td> <td>$25.00</td> <td>$475.00</td> <td>$4,975.00</td> </tr> <tr> <td>Total Cost:</td> <td>$0.00</td> <td>$37.90</td> <td>$952.30</td> <td>$10,096.30</td> </tr> </tbody> </table> <h2 id="billing-alert" class="cloud-jump-section cloud-headline2" data-text="Configuring a billing alert" tabindex="-1">Configuring a billing alert</h2> <p>To be notified if your billable or forecasted charges exceed a budget, create an alert by using the <b>Budgets and alerts</b> page of the Google Cloud console:</p> <ol> <li> <p>In the Google Cloud console, go to the <b>Billing</b> page: <p><a class="button button-primary" href="https://console.cloud.google.com/billing" target="console" track-name="consoleLink" track-type="task" track-metadata-position="body" track-metadata-event-detail="billing" >Go to <b>Billing</b></a> </p> </p> <p>You can also find this page by using the search bar.</p> <p>If you have more than one Cloud Billing account, then do one of the following:</p> <ul> <li>To manage Cloud Billing for the current project, select <b>Go to linked billing account</b>.</li> <li>To locate a different Cloud Billing account, select <b>Manage billing accounts</b> and choose the account for which you'd like to set a budget.</li> </ul> </li> <li>In the Billing navigation menu, select <b>Budgets & alerts</b>.</li> <li> Click <span class="material-icons" aria-hidden="true" translate="no">add_box</span> <b>Create budget</b>.</li> <li>Complete the budget dialog. In this dialog, you select Google Cloud projects and products, and then you create a budget for that combination. By default, you are notified when you reach 50%, 90%, and 100% of the budget. For complete documentation, see <a href="/billing/docs/how-to/budgets" track-type="inline link">Set budgets and budget alerts</a>. <aside class="note"><b>Note:</b> In the billing dialog, use the following settings: <ul> <li>To create an alert on Cloud Logging usage, select <b>Cloud Logging</b></li> <li>To create an alert on Cloud Monitoring usage, select <b>Stackdriver Monitoring</b></li> <li>To create an alert on Cloud Trace usage, select <b>Stackdriver Trace</b></li> </ul> </aside> </li> </ol> <h2 id="logging-costs" class="cloud-jump-section cloud-headline2" data-text="Cloud Logging" tabindex="-1">Cloud Logging</h2> <p>Log buckets are the Logging containers that store logs data. Logging charges for the volume of log data that is stored in the <code translate="no" dir="ltr">_Default</code> log bucket and in user-defined log buckets. Pricing applies to non-vended network logs when the volume exceeds the <a href="/stackdriver/pricing#logging-pricing-summary" track-type="inline link">free monthly allotment</a>, and to <a href="/stackdriver/pricing#vended_logs_details">vended network logs</a>.</p> <p>For the <code translate="no" dir="ltr">_Default</code> log bucket and for user-defined log buckets, Logging also charges when logs are retained for more than the <a href="#logs-storage">default retention period</a>, which is 30 days.</p> <p>There are no additional charges by Logging to route logs, to use the Cloud Logging API, to configure <a href="/logging/docs/log-scope/create-and-manage" track-type="inline link">log scopes</a>, or for logs stored in the <code translate="no" dir="ltr">_Required</code> log bucket, which has a fixed retention period of 400 days.</p> <p>This section provides information about the following topics:</p> <ul> <li><a href="#storage-model">Cloud Logging storage model</a></li> <li><a href="#storage-pricing">Storage pricing</a></li> <li><a href="#logs-storage">Retention pricing</a></li> <li><a href="/stackdriver/pricing#vended_logs_details">Vended network logs</a></li> <li><a href="#reduce-logs-use">Reduce your logs storage</a></li> <li><a href="#log-based-metrics">Log-based metrics pricing</a></li> <li><a href="#logging-alert-log-bytes">Create alerting policy on monthly log bytes ingested</a></li> </ul> <p>For a summary of pricing information, see <a href="/stackdriver/pricing#logging-pricing-summary" track-type="inline link">Cloud Logging pricing summary</a>.</p> <p>For limits that apply to your use of Logging, including data retention periods, see <a href="/logging/quotas" track-type="inline link">Quotas and limits</a>.</p> <p>To view and understand your Cloud Logging usage data, see <a href="/stackdriver/estimating-bills" track-type="inline link">Estimating your bills</a>.</p> <h3 id="storage-model" data-text="Cloud Logging storage model" tabindex="-1">Cloud Logging storage model</h3> <p>For each Google Cloud project, Logging automatically creates two log buckets: <code translate="no" dir="ltr">_Required</code> and <code translate="no" dir="ltr">_Default</code>. For these two buckets, Logging automatically creates log sinks named <code translate="no" dir="ltr">_Required</code> and <code translate="no" dir="ltr">_Default</code> that route logs to the correspondingly named log buckets. You can't disable or modify the <code translate="no" dir="ltr">_Required</code> sink. You can disable or otherwise modify the <code translate="no" dir="ltr">_Default</code> sink to prevent the <code translate="no" dir="ltr">_Default</code> bucket from storing new logs.</p> <p>You can <a href="/logging/docs/buckets" track-type="inline link">create user-defined log buckets</a> in any of your Google Cloud projects. You can also configure sinks to route any combination of logs, even across Google Cloud projects in your Google Cloud organization, to these log buckets.</p> <p>For the <code translate="no" dir="ltr">_Default</code> log bucket and for user-defined log buckets, you can <a href="/logging/docs/buckets#custom-retention" track-type="inline link">configure a custom retention period</a>.</p> <p>You can upgrade your log buckets to use <a href="/logging/docs/log-analytics" track-type="inline link">Log Analytics</a>. There is no charge to upgrade a log bucket to use Log Analytics.</p> <p>For more information on Cloud Logging buckets and sinks, see <a href="/logging/docs/routing/overview" track-type="inline link">Routing and storage overview</a>.</p> <h3 id="storage-pricing" data-text="Storage pricing" tabindex="-1">Storage pricing</h3> <p>Logging doesn't charge for logs stored in the <code translate="no" dir="ltr">_Required</code> bucket. You can't delete the <code translate="no" dir="ltr">_Required</code> bucket or modify the <code translate="no" dir="ltr">_Required</code> sink. The <code translate="no" dir="ltr">_Required</code> bucket stores the following logs:</p> <ul> <li><a href="/logging/docs/audit#admin-activity" track-type="inline link">Admin Activity audit logs</a> </li> <li><a href="/logging/docs/audit#system-event" track-type="inline link">System Event audit logs</a> </li> <li>Google Workspace Admin Audit logs</li> <li>Enterprise Groups Audit logs</li> <li>Login Audit logs</li> <li>Access Transparency logs. For information about enabling Access Transparency logs, see the <a href="/assured-workloads/access-transparency/docs/overview" track-type="inline link">Access Transparency logs documentation</a>.</li> </ul> <aside class="note"><strong>Note:</strong><span> If you route copies of logs that are automatically stored in the <code translate="no" dir="ltr">_Required</code> bucket to another log bucket, then storage and retention pricing applies.</span></aside> <p>Logging charges for the pre-indexed volume of logs data that is stored in the <code translate="no" dir="ltr">_Default</code> log bucket and in user-defined log buckets, when the total volume exceeds the free monthly allotment. Every write of a log entry to the <code translate="no" dir="ltr">_Default</code> log bucket or to a user-defined log bucket counts toward your storage allotment. For example, if you have sinks that route a log entry to three log buckets, then that log entry is stored three times.</p> <h3 id="logs-storage" data-text="Retention pricing" tabindex="-1">Retention pricing</h3> <aside class="note"><b>Note: </b> Effective April 1, 2023, retention costs apply to logs data retained longer than the <a href="/logging/quotas#logs_retention_periods">default retention period</a> of the <code translate="no" dir="ltr">_Default</code> bucket and user-defined log buckets. For pricing details, see <a href="/stackdriver/pricing#logging-pricing-summary" track-type="inline link">Cloud Logging pricing summary</a>. To review the billable storage for your log buckets, go to the <b>Logs Storage</b> page of the Google Cloud console. </aside> <p>The following table lists the data retention periods for logs stored in log buckets:</p> <table> <thead> <th width="20%">Bucket</th> <th width="40%">Default retention period</th> <th width="40%">Custom retention</th> </thead> <tbody> <tr> <td><code translate="no" dir="ltr">_Required</code></td> <td>400 days</td> <td>Not configurable</td> </tr> <tr> <td><code translate="no" dir="ltr">_Default</code></td> <td>30 days</td> <td>Configurable</td> </tr> <tr> <td>User-defined</td> <td>30 days</td> <td>Configurable</td> </tr> </tbody> </table> <p>Logging charges retention costs when the logs are retained longer than the default retention period. You can't configure the retention period for the <code translate="no" dir="ltr">_Required</code> log bucket. There are no retention costs when logs are stored only for the default retention period of the log bucket.</p> <p>If you shorten the retention period of a log bucket, then there is a seven-day grace period in which expired logs aren't deleted. You can't query or view expired logs. However, in those seven days, you can restore full access by extending the retention period of the log bucket. Logs stored during the grace period count toward your retention costs.</p> <p>If you route a log entry to multiple log buckets, then you can be charged storage and retention costs multiple times. For example, suppose you route a log entry to the <code translate="no" dir="ltr">_Default</code> log bucket and to a user-defined log bucket. Also, assume that you configure a custom retention period for both buckets that is longer than 30 days. For this configuration, you receive two storage charges and two retention charges.</p> <h3 id="vended_logs_details" data-text="Vended network logs" tabindex="-1">Vended network logs</h3> <p>Vended network logs are available only when you configure log generation. The services that generate vended network logs charge for log generation. If you store these logs in a log bucket or route them to another supported destination, then you are also subject to charges from Cloud Logging or the destination. For information about log-generation costs, see <a href="/vpc/network-pricing#network-telemetry" track-type="inline link">Network telemetry pricing</a>.</p> <p>To learn how to enable vended network logs, see <a href="/vpc/docs/using-flow-logs" track-type="inline link">Configure VPC Flow Logs</a>, <a href="/firewall/docs/using-firewall-rules-logging" track-type="inline link">Use Firewall Rules Logging</a>, and <a href="/nat/docs/monitoring" track-type="inline link">Cloud NAT: Logs and metrics</a>.</p> <p>To find your vended network logs, in the Logs Explorer filter by the following log names:</p> <ul> <li><code translate="no" dir="ltr">projects/<var translate="no">PROJECT_ID</var>/logs/compute.googleapis.com%2Fvpc_flows</code></li> <li><code translate="no" dir="ltr">projects/<var translate="no">PROJECT_ID</var>/logs/compute.googleapis.com%2Ffirewall</code></li> <li><code translate="no" dir="ltr">projects/<var translate="no">PROJECT_ID</var>/logs/compute.googleapis.com%2Fnat_flows</code></li> <li><code translate="no" dir="ltr">projects/<var translate="no">PROJECT_ID</var>/logs/networkmanagement.googleapis.com%2Fvpc_flows</code></li> </ul> <h3 id="reduce-logs-use" data-text="Reduce your logs storage" tabindex="-1">Reduce your logs storage</h3> <p>To reduce your Cloud Logging storage costs, configure exclusion filters on your log sinks to exclude certain logs from being routed. Exclusion filters can remove all log entries that match the filter, or they can remove only a percentage of the logs. When a log entry matches an exclusion filter of a sink, the sink doesn't route the log entry to the destination. Excluded log entries don't count against your storage allotment. For instructions on setting exclusion filters, see <a href="/logging/docs/exclusions" track-type="inline link">Logs exclusions</a>.</p> <p>Another option to reducing your Cloud Logging storage costs is to route logs out of Cloud Logging to a supported destination. Cloud Logging doesn't charge to route logs to supported destinations. However, you might be charged when logs are received by a destination:</p> <ul> <li><a href="/storage/pricing">Cloud Storage pricing</a></li> <li><a href="/bigquery/pricing">BigQuery pricing</a></li> <li><a href="/pubsub/pricing">Pub/Sub pricing</a></li> </ul> <p>For information about routing logs out of Cloud Logging, see <a href="/logging/docs/export/configure_export_v2" track-type="inline link">Route logs to supported destinations</a>.</p> <h3 id="log-based-metrics" data-text="Logs-based metrics pricing" tabindex="-1">Logs-based metrics pricing</h3> <p><a href="/monitoring/api/metrics_gcp#gcp-logging" track-type="inline link">System-defined logs-based metrics</a> are provided for all Google Cloud projects and are non-chargeable.</p> <p><a href="/logging/docs/logs-based-metrics#user-metrics" track-type="inline link">User-defined logs-based metrics</a> are a class of Cloud Monitoring custom metrics and are chargeable. For pricing details, see <a href="#metrics-chargeable" track-type="inline link">Chargeable metrics</a>.</p> <p>For more information, see <a href="/logging/docs/logs-based-metrics" track-type="inline link">Overview of logs-based metrics</a>.</p> <p><span id="alert-usage"/></p> <h3 id="logging-alert-log-bytes" data-text="Create alerting policy on monthly log bytes ingested" tabindex="-1">Create alerting policy on monthly log bytes ingested</h3> <p>To create an alerting policy that triggers when the number of log bytes written to your log buckets exceeds your user-defined limit for <a href="/logging/docs" track-type="inline link">Cloud Logging</a>, use the following settings.</p> <section class="expandable"> <h4 class="showalways" id="steps-to-create-an-alerting-policy." data-text="Steps to create an alerting policy." tabindex="-1">Steps to create an <a href="/monitoring/alerts/using-alerting-ui#create-policy" track-type="inline link">alerting policy</a>.</h4> <p>To create an alerting policy, do the following:</p> <ol> <li> <p>In the Google Cloud console, go to the <i class="material-icons" aria-hidden="true" translate="no">notifications</i> <b>Alerting</b> page: <p><a class="button button-primary" href="https://console.cloud.google.com/monitoring/alerting" target="console" track-name="consoleLink" track-type="task" track-metadata-position="body" track-metadata-event-detail="monitoring/alerting" >Go to <b>Alerting</b></a> </p> </p> <p>If you use the search bar to find this page, then select the result whose subheading is <b>Monitoring</b>.</p></li> <li>If you haven't created your notification channels and if you want to be notified, then click <b>Edit Notification Channels</b> and add your notification channels. Return to the <b>Alerting</b> page after you add your channels. <li>From the <b>Alerting</b> page, select <b>Create policy</b>.</li> <li>To select the resource, metric, and filters, expand the <b>Select a metric</b> menu and then use the values in the <b>New condition</b> table: <ol> <li>Optional: To limit the menu to relevant entries, enter the resource or metric name in the filter bar. </li> <li>Select a <b>Resource type</b>. For example, select <b>VM instance</b>.</li> <li>Select a <b>Metric category</b>. For example, select <b>instance</b>.</li> <li>Select a <b>Metric</b>. For example, select <b>CPU Utilization</b>.</li> <li>Select <b>Apply</b>.</li> </ol> </li> <li>Click <b>Next</b> and then configure the alerting policy trigger. To complete these fields, use the values in the <b>Configure alert trigger</b> table. </li> <li>Click <b>Next</b>.</li> <li><p>Optional: To add notifications to your alerting policy, click <b>Notification channels</b>. In the dialog, select one or more notification channels from the menu, and then click <b>OK</b>.</p> <p>To be notified when incidents are openend and closed, check <b>Notify on incident closure</b>. By default, notifications are sent only when incidents are openend.</p> </li> <li>Optional: Update the <b>Incident autoclose duration</b>. This field determines when Monitoring closes incidents in the absence of metric data.</li> <li>Optional: Click <b>Documentation</b>, and then add any information that you want included in a notification message.</li> <li>Click <b>Alert name</b> and enter a name for the alerting policy.</li> <li>Click <b>Create Policy</b>.</li> </ol> </section> <table> <thead> <tr> <th width="25%"><b>New condition</b><br/>Field</th> <th><br/>Value</th> </tr> </thead> <tbody> <tr> <td><b>Resource and Metric</b></td> <td>In the <b>Resources</b> menu, select <b>Global</b>.<br/> In the <b>Metric categories</b> menu, select <b>Logs-based metric</b>.<br/> In the <b>Metrics</b> menu, select <b>Monthly log bytes ingested</b>. </td> </tr> <tr> <td><b>Filter</b></td> <td>None.</td> </tr> <tr> <td><b>Across time series<br/> Time series aggregation</b></td> <td><code translate="no" dir="ltr">sum</code><br/> </tr> <tr> <td><b>Rolling window</b></td> <td><code translate="no" dir="ltr">60 m</code><br/> </tr> <tr> <tr> <td><b>Rolling window function</b></td> <td><code translate="no" dir="ltr">max</code></td> </tr> </tbody> </table> <table> <thead> <tr> <th width="25%"><b>Configure alert trigger</b><br/>Field</th> <th><br/>Value</th> </tr> </thead> <tbody> <tr> <td><b>Condition type</b></td> <td><code translate="no" dir="ltr">Threshold</code></td> </tr> <tr> <td><b>Alert trigger</b></td> <td><code translate="no" dir="ltr">Any time series violates</code></td> </tr> <tr> <td><b>Threshold position</b></td> <td><code translate="no" dir="ltr">Above threshold</code></td> </tr> <tr> <td><b>Threshold value</b></td> <td>You determine the acceptable value.</td> </tr> <tr> <td><b>Retest window</b></td> <td>Minimum acceptable value is 30 minutes.</td> </tr> </tbody> </table> <h2 id="monitoring-costs" class="cloud-jump-section cloud-headline2" data-text="Cloud Monitoring" tabindex="-1">Cloud Monitoring</h2> <p><a href="/monitoring/docs" track-type="inline link">Monitoring</a> charges for the following:</p> <ul> <li><p>Metrics measured by bytes ingested, when the ingested metric data exceeds the free monthly metric allotment.</p> <p>Non-chargeable metrics don't count towards the allotment limit.</p></li> <li><p>Metrics measured by number of samples ingested.</p></li> <li><p>Cloud Monitoring API read calls that exceed the free monthly API allotment.</p> <p>Monitoring API write calls don't count towards the allotment limit.</p></li> <li><p>Execution of uptime checks.</p></li> <li><p>Execution of synthetic monitors.</p></li> <li><p>Alerting policy conditions measured by number of active conditions per month.</p></li> <li><p>Time series returned by the query of an alerting policy condition.</p></li> </ul> <p>In Monitoring, <em>ingestion</em> refers to the process of writing time series to Monitoring. Each time series include some number of data points; those data points are the basis for ingestion charges. For pricing information, see <a href="/stackdriver/pricing#monitoring-pricing-summary" track-type="inline link">Cloud Monitoring pricing</a>.</p> <p>This section provides the following information:</p> <ul> <li>Definitions of chargeable and non-chargeable metrics.</li> <li>Descriptions of byte- and sample-based ingestion strategies.</li> <li><a href="#pricing_examples" track-type="inline link">Pricing examples for metrics charged by bytes ingested</a>.</li> <li><a href="#pricing_examples_samples" track-type="inline link">Pricing examples for metrics charged by samples ingested</a>.</li> <li><a href="#pricing_examples_uptime" track-type="inline link">Pricing examples for execution of uptime checks</a> (Effective date: October 1, 2022).</li> <li><a href="#pricing_examples_synthetic_monitor" track-type="inline link">Pricing examples for execution of synthetic monitors</a> (Effective date: November 1, 2023).</li> <li><a href="#pricing-alerting" track-type="inline link">Descriptions and examples of pricing for alerting</a> (Effective date: April 2026).</li> </ul> <p>For the current pricing information, see <a href="https://cloud.google.com/monitoring#pricing" track-type="inline link">Cloud Monitoring Pricing</a>.</p> <p>For limits that apply to your use of Monitoring, see <a href="/monitoring/quotas" track-type="inline link">Quotas and limits</a>.</p> <p>To view your current usage, do one of the following:</p> <ul> <li> <p>In the Google Cloud console, go to the <b>Billing</b> page: <p><a class="button button-primary" href="https://console.cloud.google.com/billing" target="console" track-name="consoleLink" track-type="task" track-metadata-position="body" track-metadata-event-detail="billing" >Go to <b>Billing</b></a> </p> </p> <p>You can also find this page by using the search bar.</p></li> <li> <p>In the Google Cloud console, go to the <i class="material-icons" aria-hidden="true" translate="no">settings</i> <b>Settings</b> page: <p><a class="button button-primary" href="https://console.cloud.google.com/monitoring/settings" target="console" track-name="consoleLink" track-type="task" track-metadata-position="body" track-metadata-event-detail="monitoring/settings" >Go to <b>Settings</b></a> </p> </p> <p>If you use the search bar to find this page, then select the result whose subheading is <b>Monitoring</b>.</p></li> </ul> <p>Based on your current usage data, you can <a href="/stackdriver/estimating-bills" track-type="inline link">estimate your bills</a>.</p> <h3 id="metrics-non-chargeable" data-text="Non-chargeable metrics" tabindex="-1">Non-chargeable metrics</h3> <p>Metric data from Google Cloud, GKE Enterprise, and Knative isn't chargeable. Non-chargeable (free) metrics include the following:</p> <ul> <li><a href="/monitoring/api/metrics_gcp" track-type="inline link">Google Cloud metrics</a>. For additional information, see <a href="#metric-rate" track-type="inline link">Footnote 2</a>.</li> <li><a href="/monitoring/api/metrics_anthos">GKE Enterprise metrics</a>. For additional information, see <a href="#metric-rate" track-type="inline link">Footnote 2</a>.</li> <li><a href="/monitoring/api/metrics_istio" track-type="inline link">Istio metrics</a> </li> <li><a href="/monitoring/api/metrics_knative" track-type="inline link">Knative metrics</a> </li> <li><a href="/monitoring/api/metrics_kubernetes" track-type="inline link">Google Kubernetes Engine system metrics</a> </li> <li><a href="/monitoring/api/metrics_agent#agent-agent" track-type="inline link"><code translate="no" dir="ltr">agent.googleapis.com/agent/</code> metrics</a> </li> </ul> <h3 id="metrics-chargeable" data-text="Chargeable metrics" tabindex="-1">Chargeable metrics</h3> <p>All metric data, except for those metrics listed in the section titled <a href="#metrics-non-chargeable" track-type="inline link">Non-chargeable metrics</a>, is chargeable. Most metric ingestion is charged by the number of bytes, but some is charged by the number of samples; these pricing models are described in the following sections.</p> <p>The following factors contribute to ingestion costs:</p> <ul> <li><p>The type of data points—scalar values or distribution values—collected by the metrics.</p> <ul> <li>For information about the data type associated with a specific metric type, see the <a href="/monitoring/api/v3/metrics" track-type="inline link">list of metrics</a>.</li> <li>For information about scalar and distribution data types, see <a href="/monitoring/api/v3/kinds-and-types#value-types" track-type="inline link">Value types</a>.</li> </ul></li> <li><p>The number of data points written to time series. This value depends on the frequency with which the data is sampled and the cardinality of your data. The cardinality determines how many time series are generated for a combination of metric and monitored-resource types; for more information, see <a href="/monitoring/api/v3/metric-model#cardinality" track-type="inline link">Cardinality</a>.</p></li> </ul> <p>The values for the metric and resource labels that are part of your time series don't contribute to your charges.</p> <h3 id="metrics-charged-by-bytes" data-text="Metrics charged by bytes ingested" tabindex="-1">Metrics charged by bytes ingested</h3> <p>The following metrics are chargeable and priced by the number of bytes ingested:</p> <ul> <li><p>Agent metrics under <a href="/monitoring/api/metrics_agent" track-type="inline link"><code translate="no" dir="ltr">agent.googleapis.com</code></a>, <strong>except</strong> the <a href="/monitoring/api/metrics_agent#agent-agent" track-type="inline link"><code translate="no" dir="ltr">agent.googleapis.com/agent/</code></a> group</p> <p>As of August 6, 2021, the <a href="/monitoring/api/metrics_agent#agent-processes" track-type="inline link"><code translate="no" dir="ltr">agent.googleapis.com/processes/</code></a> metrics will be charged at <strong>5%</strong> of the volume rate for other chargeable metrics. For example, ingesting 100 MiB of process metrics will cost the same as ingesting 5 MiB of other chargeable metrics.<sup><a href="#process-metrics" track-type="inline link">3</a></sup></p></li> <li><p>Metrics from <a href="/monitoring/api/metrics_opsagent#3p" track-type="inline link">third-party integrations with the Ops Agent</a>. These metrics are ingested into Cloud Monitoring with identifiers of the form <code translate="no" dir="ltr">workload.googleapis.com/<var translate="no">APPLICATION</var>.<var translate="no">METRIC</var></code>; for example, the metric type <code translate="no" dir="ltr">workload.googleapis.com/nginx.requests</code> falls into this category.</p></li> <li><p>OpenTelemetry Protocol (OTLP) metrics ingested into Cloud Monitoring as <code translate="no" dir="ltr">workload.googleapis.com</code> metrics by the Ops Agent. This is a configuration option; for more information, see <a href="/monitoring/agent/ops-agent/otlp#otlp-metric-formats" track-type="inline link">Ingestion formats for OTLP metrics</a>.</p></li> <li><p><a href="/monitoring/custom-metrics" track-type="inline link">Custom metrics</a>, including but not limited to those metrics sent by using the Cloud Monitoring API or language-specific client libraries, OpenCensus, and OpenTelemetry.</p></li> <li><p><a href="/monitoring/api/metrics_other" track-type="inline link">External metrics</a> </p></li> <li><p><a href="/logging/docs/logs-based-metrics" track-type="inline link">User-defined logs-based metrics</a> </p></li> </ul> <p>For pricing purposes, the ingestion volume is computed as follows:</p> <ul> <li>For a scalar data type: 8 bytes for each data point written to a time series. User-defined logs-based counter metrics fall into this category.</li> <li>For a distribution data type: 80 bytes for each data point written to a time series.</li> </ul> <p>For information about data points in time series, see <a href="/monitoring/api/v3/metric-model#time-series" track-type="inline link">Time series: data from a monitored resource</a>.</p> <h3 id="metrics-charged-by-samples" data-text="Metrics charged by samples ingested" tabindex="-1">Metrics charged by samples ingested</h3> <p>The following metrics are chargeable and priced by the number of samples ingested:</p> <ul> <li>Metrics from <a href="/stackdriver/docs/managed-prometheus" track-type="inline link">Google Cloud Managed Service for Prometheus</a>: <code translate="no" dir="ltr">prometheus.googleapis.com</code> metrics.</li> </ul> <p>For pricing purposes, the sample count is computed as follows:</p> <ul> <li>For a scalar data type: 1 for each point written to a time series.</li> <li>For a distribution data type: 2 for each point written to a time series, plus 1 for each histogram bucket that has a non-zero count.</li> </ul> <p>For information about data points in time series, see <a href="/monitoring/api/v3/metric-model#time-series" track-type="inline link">Time series: data from a monitored resource</a>.</p> <h3 id="monitoring-alert-bytes" data-text="Alerting on metrics ingested" tabindex="-1">Alerting on metrics ingested</h3> <p>It isn't possible to create an alert based on the monthly metrics ingested. However, you can create an alert for your Cloud Monitoring costs. For information, see <a href="#billing-alert" track-type="inline link">Configuring a billing alert</a>.</p> <h3 id="pricing_examples" data-text="Pricing examples based on bytes ingested" tabindex="-1">Pricing examples based on bytes ingested</h3> <p>The following examples illustrate how to get an estimate of costs for collecting metric data for metrics charged by bytes ingested. These examples are intended to illustrate calculations; for comprehensive estimates, use the <a href="/products/calculator" track-type="inline link">Pricing Calculator</a>. If you access this tool, use Google Cloud Observability product to enter you metric, logging, and trace data.</p> <p>The basic scenario is this: You have some number of <a href="/monitoring/api/resources" track-type="inline link">monitored resources</a>, such as Compute Engine, Google Kubernetes Engine, or App Engine, that are writing data from some number of metrics each month.</p> <p>The variables across the scenarios include:</p> <ul> <li>The number of resources.</li> <li>The number of metrics.</li> <li>Whether the metrics are Google Cloud metrics or not.</li> <li>The rate at which the metric data is written.</li> </ul> <p>The examples in this section are for Monitoring pricing as of July 2020.</p> <h4 id="common_background" data-text="Common background" tabindex="-1">Common background</h4> <p>In the following pricing examples, each metric data point ingested is assumed to be of type double, int64, or bool; these count as 8 bytes for pricing purposes. There are roughly 730 hours (365 days / 12 months * 24 hours) in a month, or 43,800 minutes.</p> <p>For one metric writing data at the rate of 1 data point/<strong>minute</strong> for one month:</p> <ul> <li>Total data points is: 43,800</li> <li>Total volume ingested is: <ul> <li>350,400 bytes (43,800 data points * 8 bytes)</li> <li>0.33416748 MiB (350,400 bytes / 1,048,576 bytes/MiB)</li> </ul></li> </ul> <p>For one metric writing data at the rate of 1 data point/<strong>hour</strong> for one month:</p> <ul> <li>Total data points is: 730</li> <li>Total volume ingested: <ul> <li>5,840 bytes (730 data points * 8 bytes)</li> <li>0.005569458 MiB (5,840 bytes / 1,048,576 bytes/MiB)</li> </ul></li> </ul> <h4 id="examples" data-text="Examples" tabindex="-1">Examples</h4> <p><strong>Scenario 1</strong>: You have 1,000 resources, each writing 75 metrics. These are Google Cloud metrics only, writing at the rate of 1 data point/minute.</p> <ul> <li>Monthly ingestion: 25,063 MiB: 0.33416748 MiB for one metric * 75,000 (that is, 1,000 resources, 75 metrics)</li> <li>Approximate cost per month: <strong>$0.00</strong> (Google Cloud metrics are included free)</li> </ul> <table> <thead> <tr> <th></th> <th>MiB ingested</th> <th>Rate ($/MiB)</th> <th>Cost ($)</th> </tr> </thead> <tbody> <tr> <td></td> <td>unlimited</td> <td>0.00</td> <td>$0.00</td> </tr> <tr> <td>Total</td> <td>25,063</td> <td></td> <td>$0.00</td> </tr> </tbody> </table> <p><strong>Scenario 2</strong>: You have 1,000 resources, each writing 75 custom metrics. These are chargeable metrics writing at the rate of 1 data point/minute.</p> <ul> <li>Monthly ingestion: 25,063 MiB (same as above)</li> <li>Approximate cost per month: <strong>$6,427.55</strong></li> </ul> <table> <thead> <tr> <th></th> <th>MiB ingested</th> <th>Rate ($/MiB)</th> <th>Cost ($)</th> </tr> </thead> <tbody> <tr> <td></td> <td>150</td> <td>0.00</td> <td>$0.00</td> </tr> <tr> <td></td> <td>24,913</td> <td>0.258</td> <td>$6,427.55</td> </tr> <tr> <td>Total</td> <td>25,063</td> <td></td> <td>$6,427.55</td> </tr> </tbody> </table> <p><strong>Scenario 3</strong>: You have 1,000 resources, each writing 75 custom metrics. These are chargeable metrics writing at the rate of 1 data point/<strong>hour</strong>.</p> <ul> <li>Monthly ingestion: 418 MiB = 0.005569458 MiB for one metric * 75,000</li> <li>Approximate cost per month: <strong>$69.14</strong></li> </ul> <table> <thead> <tr> <th></th> <th>MiB ingested</th> <th>Rate ($/MiB)</th> <th>Cost ($)</th> </tr> </thead> <tbody> <tr> <td></td> <td>150</td> <td>0.00</td> <td>$0.00</td> </tr> <tr> <td></td> <td>267</td> <td>0.258</td> <td>$69.14</td> </tr> <tr> <td>Total</td> <td>417</td> <td></td> <td>$69.14</td> </tr> </tbody> </table> <p><strong>Scenario 4</strong>: You have 1 resource writing 500,000 metrics. These are chargeable metrics writing each at the rate of 1 data point/minute.</p> <ul> <li>Monthly ingestion: 167,084 MiB: 0.33416748 MiB for one metric * 500,000</li> <li>Approximate cost per month: <strong>$35,890.98</strong></li> </ul> <table> <thead> <tr> <th></th> <th>MiB ingested</th> <th>Rate ($/MiB)</th> <th>Cost ($)</th> </tr> </thead> <tbody> <tr> <td></td> <td>150</td> <td>0.00</td> <td>$0.00</td> </tr> <tr> <td></td> <td>99,850</td> <td>0.258</td> <td>$25,761.30</td> </tr> <tr> <td></td> <td>67,084</td> <td>0.151</td> <td>$10,129.68</td> </tr> <tr> <td>Total</td> <td>167,084</td> <td></td> <td>$35,890.98</td> </tr> </tbody> </table> <h3 id="sample-pricing-rationale" data-text="Pricing for controllability and predictability" tabindex="-1">Pricing for controllability and predictability</h3> <p>Pricing for Managed Service for Prometheus is designed to be <em>controllable</em>. Because you are charged on a per-sample basis, you can use the following levers to control costs:</p> <ul> <li><p>Sampling period: Changing the metric-scraping period from 15 seconds to 60 seconds can result in a 75% cost savings, without sacrificing cardinality. You can configure sampling periods on a per-job, per-target, or global basis.</p></li> <li><p>Filtering: You can use filtering to reduce the number of samples sent to to the service's global datastore; for more information, see <a href="/stackdriver/docs/managed-prometheus/setup-managed#filter-metrics" track-type="inline link">Filtering exported metrics</a>. Use <a href="https://prometheus.io/docs/prometheus/latest/configuration/configuration/#metric_relabel_configs" track-type="inline link" class="external">metric-relabeling configs</a> in your Prometheus scrape configuration to drop metrics at ingestion time, based on label matchers.</p></li> <li><p>Keep high-cardinality, low-value data local. You can run standard Prometheus alongside the managed service, using the same scape configs, and keep data locally that's not worth sending to the service's global datastore.</p></li> </ul> <p>Pricing for Managed Service for Prometheus is designed to be <em>predictable</em>.</p> <ul> <li><p>You are not penalized for having sparse histograms. Samples are counted only for the first non-zero value and then when the value for bucket<sub><i>n</i></sub> is greater than the value in bucket<sub><i>n-1</i></sub>. For example, a histogram with values <code translate="no" dir="ltr">10 10 13 14 14 14</code> counts as three samples, for the first, third and fourth buckets.</p> <p>Depending on how many histograms you use, and what you use them for, the exclusion of unchanged buckets from pricing might typically result in 20% to 40% fewer samples being counted for billing purposes than the absolute number of histogram buckets would indicate.</p></li> <li><p>By charging on a per-sample basis, you are not penalized for rapidly scaled and unscaled, preemptible, or ephemeral containers, like those created by HPA or GKE Autopilot.</p> <p>If Managed Service for Prometheus charged on a per-metric basis, then you would pay for a full month's cardinality, all at once, each time a new container was spun up. With per-sample pricing, you pay only while the container is running.</p></li> </ul> <p><b>Queries, including alert queries</b></p> <p>All queries issued by the user, including queries issued when Prometheus recording rules are run, are charged through Cloud Monitoring API calls. For the current rate, see the summary table for <a href="/stackdriver/pricing#mgd-prometheus-pricing-summary" track-type="inline link">Managed Service for Prometheus pricing</a> or <a href="/stackdriver/pricing#monitoring-pricing-summary" track-type="inline link">Monitoring pricing</a>.</p> <h3 id="pricing_examples_samples" data-text="Pricing examples based on samples ingested" tabindex="-1">Pricing examples based on samples ingested</h3> <p>The following examples illustrate how to estimate the costs for collecting metrics charged by samples ingested. Sample-based charging is used for Google Cloud Managed Service for Prometheus.</p> <p>These examples are intended to illustrate calculation techniques, not to provide billing data.</p> <p>The basic scenario is this: You have some number of containers or pods that are writing points across some number of time series each month. The data might consist of scalar values or distributions.</p> <p>The variables across the scenarios include:</p> <ul> <li>The number of containers or pods.</li> <li>The number of time series.</li> <li>Whether the data consists of scalar values, distributions, or both.</li> <li>The rate at which the data is written.</li> </ul> <h4 id="counting-samples" data-text="Counting samples" tabindex="-1">Counting samples</h4> <p>Before you can estimate prices, you need to know how to count samples. The number of samples counted for a value depends on the following:</p> <ul> <li>Whether the value is a scalar or a distribution</li> <li>The rate at which the values are written</li> </ul> <p>This section describes how to estimate the number of samples written for a time series over the monthly billing period.</p> <p>In a month, there are roughly 730 hours (365 days / 12 months * 24 hours), 43,800 minutes, or 2,628,000 seconds.</p> <p>If a time series writes scalar values, then each value counts as one sample. The number of samples written in a month depends only on how frequently the values are written. Consider the following examples:</p> <ul> <li>For values written every 15 seconds: <ul> <li>Write rate: 1 value/15s = 1 sample/15s</li> <li>Samples per month: 175,200 (1 sample/15s * 2,628,000 seconds/month)</li> </ul></li> <li>For values written every 60 seconds: <ul> <li>Write rate: 1 value/60s = 1 sample/60s</li> <li>Samples per month: 43,800 (1 sample/60s * 2,628,000 seconds/month)</li> </ul></li> </ul> <p>If a time series writes distribution values, then each value can contain 2 + <em>n</em> samples, where <em>n</em> is the number of buckets in the histogram. The number of samples written in a month depends on the number of buckets in your histograms and on how frequently the values are written.</p> <p>For example, each instance of a 50-bucket histogram can contain 52 samples. If the values are written once every 60 seconds, then a 50-bucket histogram writes at most 2,277,600 samples per month. If the histogram has 100 buckets and is written once every 60 seconds, then each histogram can contain 102 samples and writes at most 4,467,600 samples per month.</p> <p>Most distribution time series contain fewer than the maximum number of samples. In practice, between 20% and 40% of histogram buckets are empty. This percentage is even higher for users with sparse histograms, such as those generated by Istio.</p> <p>When counting samples for pricing, <strong>only buckets with non-empty values are included</strong>. The maximum number of samples per histogram is 2 + <em>n</em> . If 25% of your buckets are empty, then the expected number of samples is 2 + .75<em>n</em> per histogram. If 40% of your buckets are empty, then the expected number of samples is 2 + .60<em>n</em> per histogram.</p> <p>The following calculations and summary table show the maximum number of samples and more realistic expected numbers of samples:</p> <ul> <li><p>For 50-bucket histogram values written every 15 seconds:</p> <ul> <li>Write rate: 1 value/15s</li> <li>Maximum samples: <ul> <li>Per histogram: 52</li> <li>Per month: 9,110,400 (52 * 1 value/15s * 2,628,000 seconds/month)</li> </ul></li> <li>Expected samples, assuming 25% empty: <ul> <li>Per histogram: 39.5 (2 + .75(50), or 2 + (50 - 12.5))</li> <li>Per month: 6,920,400 (39.5 * 1 value/15s * 2,628,000 seconds/month)</li> </ul></li> <li>Expected samples, assuming 40% empty: <ul> <li>Per histogram: 32 (2 + .6(50), or 2 + (50 - 20))</li> <li>Per month: 5,606,400 (32 * 1 value/15s * 2,628,000 seconds/month)</li> </ul></li> </ul></li> <li><p>For 50-bucket histogram values written every 60 seconds:</p> <ul> <li>Write rate: 1 value/60s</li> <li>Maximum samples: <ul> <li>Per histogram: 52</li> <li>Per month: 2,277,600 (52 * 1 value/60s * 2,628,000 seconds/month)</li> </ul></li> <li>Expected samples, assuming 25% empty: <ul> <li>Per histogram: 39.5 (2 + .75(50), or 2 + (50 - 12.5))</li> <li>Per month: 1,730,100 (39.5 * 1 value/60s * 2,628,000 seconds/month)</li> </ul></li> <li>Expected samples, assuming 40% empty: <ul> <li>Per histogram: 32 (2 + .6(50), or 2 + (50 - 20))</li> <li>Per month: 1,401,600 (32 * 1 value/60s * 2,628,000 seconds/month)</li> </ul></li> </ul></li> <li><p>For 100-bucket histogram values written every 15 seconds:</p> <ul> <li>Write rate: 1 value/15s</li> <li>Maximum samples: <ul> <li>Per histogram: 102</li> <li>Per month: 17,870,400 (102 * 1 value/15s * 2,628,000 seconds/month)</li> </ul></li> <li>Expected samples, assuming 25% empty: <ul> <li>Per histogram: 77 (2 + .75(100), or 2 + (100 - 25))</li> <li>Per month: 13,490,400 (77 * 1 value/15s * 2,628,000 seconds/month)</li> </ul></li> <li>Expected samples, assuming 40% empty: <ul> <li>Per histogram: 62 (2 + .6(100), or 2 + (100 - 40))</li> <li>Per month: 10,862,400 (62 * 1 value/15s * 2,628,000 seconds/month)</li> </ul></li> </ul></li> <li><p>For 100-bucket histogram values written every 60 seconds:</p> <ul> <li>Write rate: 1 value/60s</li> <li>Maximum samples: <ul> <li>Per histogram: 102</li> <li>Per month: 4,467,600 (102 * 1 value/60s * 2,628,000 seconds/month)</li> </ul></li> <li>Expected samples, assuming 25% empty: <ul> <li>Per histogram: 77 (2 + .75(100), or 2 + (100 - 25))</li> <li>Per month: 3,372,600 (77 * 1 value/60s * 2,628,000 seconds/month)</li> </ul></li> <li>Expected samples, assuming 40% empty: <ul> <li>Per histogram: 62 (2 + .6(100), or 2 + (100 - 40))</li> <li>Per month: 2,715,600 (62 * 1 value/60s * 2,628,000 seconds/month)</li> </ul></li> </ul></li> </ul> <p>The following table summarizes the preceding information:</p> <table> <thead> <tr> <th>Bucket count</th> <th>Write rate</th> <th>Samples per month<br/>(max)</th> <th>Samples per month<br/>(25% empty)</th> <th>Samples per month<br/>(40% empty)</th> </tr> </thead> <tbody> <tr> <td>50</td> <td>1 sample/15s</td> <td>9,110,400</td> <td>6,920,400</td> <td>5,606,400</td> </tr> <tr> <td>50</td> <td>1 sample/60s</td> <td>2,277,600</td> <td>1,730,100</td> <td>1,401,600</td> </tr> <tr> <td>100</td> <td>1 sample/15s</td> <td>17,870,400</td> <td>13,490,400</td> <td>10,862,400</td> </tr> <tr> <td>100</td> <td>1 sample/60s</td> <td>4,467,600</td> <td>3,372,600</td> <td>2,715,600</td> </tr> </tbody> </table> <h4 id="sample-metering-examples" data-text="Examples" tabindex="-1">Examples</h4> <p>To estimate prices, count the number of samples written over a month and apply the pricing values. Samples are priced by the million, for stacked ranges, as follows:</p> <table> <thead> <tr> <th>Ingestion range</th> <th>Managed Service for Prometheus</th> <th>Maximum for range</th> </tr> </thead> <tbody> <tr> <td>Up to 50 billion (50,000 million)</td> <td>$0.06/million</td> <td>$3,000.00</td> </tr> <tr> <td>50 billion to 250 billion (250,000 million)</td> <td>$0.048/million</td> <td>$9,600.00 </td> </tr> <tr> <td>250 billion to 500 billion (500,000 million)</td> <td>$0.036/million</td> <td>$9,000.00</td> </tr> <tr> <td>Over 500 billion (500,000 million)</td> <td>$0.024/million</td> <td> </td> </tr> </tbody> </table> <p>The rest of this section works through possible scenarios.</p> <p><strong>Scenario 1</strong>: You have 100 containers, each writing 1,000 scalar times series.</p> <p><em>Variant A</em>: If each time series is written every 15 seconds (1 sample/15s), then the number of samples written per month is 17,520,000,000 (175,200 samples/month * 1,000 time series * 100 containers), or 17,520 million.</p> <p><em>Variant B</em>: If each time series is written every 60 seconds (1 sample/60s), then the number of samples written per month is 4,380,000,000 (43,800 samples/month * 1,000 time series * 100 containers), or 4,380 million.</p> <p>In both of these cases, there are fewer than 50,000 million samples, so only the first rate applies. No samples are charged at the other rates.</p> <table> <thead> <tr> <th>Variant</th> <th>Samples ingested</th> <th>Ingestion range</th> <th>Managed Service for Prometheus<br/><small>($0.06, $0.048, $0.036, $0.024)</small></th> </tr> </thead> <tbody> <tr> <td>A (1 sample/15s)<br/> <br/> <br/> <br/> <b>Total</b> </td> <td>17,520 million<br/> <br/> <br/> <br/> <b>17,520 million</b> </td> <td>Up to 50,000 million<br/> Up to 250,000 million<br/> Up to 500,000 million<br/> Over 500,000 million </td> <td>$1,051.20<br/> <br/> <br/> <br/> <b>$1,051.20</b> </td> </tr> <tr> <td>B (1 sample/60s)<br/> <br/> <br/> <br/> <b>Total</b> </td> <td>4,380 million<br/> <br/> <br/> <br/> <b>4,380 million</b> </td> <td>Up to 50,000 million<br/> Up to 250,000 million<br/> Up to 500,000 million<br/> Over 500,000 million </td> <td>$262.80<br/> <br/> <br/> <br/> <b>$262.80</b> </td> </tr> </tbody> </table> <p><strong>Scenario 2</strong>: You have 1,000 containers, each writing 1,000 scalar times series.</p> <p><em>Variant A</em>: If each time series is written every 15 seconds (1 sample/15s), then the number of samples written per month is 175,200,000,000, or 175,200 million:</p> <ul> <li>The first 50,000 million samples are charged at the first rate.</li> <li>The remaining 125,200 million samples are charged at the second rate.</li> <li>There are no samples charged at the other rates.</li> </ul> <p><em>Variant B</em>: If each time series is written every 60 seconds (1 sample/60s), then the number of samples written per month is 43,800,000,000, or 43,800 million. This monthly value is less than 50,000 million samples, so only the first rate applies.</p> <table> <thead> <tr> <th>Variant</th> <th>Samples ingested</th> <th>Ingestion range</th> <th>Managed Service for Prometheus<br/><small>($0.06, $0.048, $0.036, $0.024)</small></th> </tr> </thead> <tbody> <tr> <td>A (1 sample/15s)<br/> <br/> <br/> <br/> <b>Total</b> </td> <td>50,000 million<br/> 125,200 million<br/> <br/> <br/> <b>175,200 million</b> </td> <td>Up to 50,000 million<br/> Up to 250,000 million<br/> Up to 500,000 million<br/> Over 500,000 million </td> <td>$3,000.00<br/> $6,009.60<br/> <br/> <br/> <b>$9,009.60</b> </td> </tr> <tr> <td>B (1 sample/60s)<br/> <br/> <br/> <br/> <b>Total</b> </td> <td>43,800 million<br/> <br/> <br/> <br/> <b>43,800 million</b> </td> <td>Up to 50,000 million<br/> Up to 250,000 million<br/> Up to 500,000 million<br/> Over 500,000 million </td> <td>$2,628.00<br/> <br/> <br/> <br/> <b>$2,628.00</b> </td> </tr> </tbody> </table> <p><strong>Scenario 3</strong>: You have 100 containers, each writing 1,000 100-bucket distribution times series. You expect 25% of the buckets to be empty.</p> <p><em>Variant A</em>: If each time series is written every 15 seconds (1 sample/15s), then the number of samples written per month is 1,349,040,000,000 (13,490,400 samples/month * 1,000 time series * 100 containers), or 1,349,040 million.</p> <ul> <li>The first 50,000 million samples are charged at the first rate.</li> <li>The next 200,000 million samples are charged at the second rate.</li> <li>The next 250,000 million samples are charged at the third rate.</li> <li>The remaining 749,040 million samples are charged at the fourth rate.</li> </ul> <p><em>Variant B</em>: If each time series is written every 60 seconds (1 sample/60s), then the number of samples written per month is 337,260,000,000 (3,372,600 samples/month * 1,000 time series * 100 containers), or 337,260 million.</p> <ul> <li>The first 50,000 million samples are charged at the first rate.</li> <li>The next 200,000 million samples are charged at the second rate.</li> <li>The remaining 87,260 million samples are charged at the third rate.</li> </ul> <table> <thead> <tr> <th>Variant</th> <th>Samples ingested</th> <th>Ingestion range</th> <th>Managed Service for Prometheus<br/><small>($0.06, $0.048, $0.036, $0.024)</small></th> </tr> </thead> <tbody> <tr> <td>A (1 sample/15s)<br/> <br/> <br/> <br/> <b>Total</b> </td> <td>50,000 million<br/> 200,000 million<br/> 250,000 million<br/> 749,040 million<br/> <b>1,349,040 million</b> </td> <td>Up to 50,000 million<br/> Up to 250,000 million<br/> Up to 500,000 million<br/> Over 500,000 million </td> <td>$3,000.00<br/> $9,600.00 <br/> $9,000.00<br/> $17,976.96<br/> <b>$39,576.96</b> </td> </tr> <tr> <td>B (1 sample/60s)<br/> <br/> <br/> <br/> <b>Total</b> </td> <td>50,000 million<br/> 200,000 million<br/> 87,260 million<br/> <br/> <b>337,260 million</b> </td> <td>Up to 50,000 million<br/> Up to 250,000 million<br/> Up to 500,000 million<br/> Over 500,000 million </td> <td>$3,000.00<br/> $9,600.00 <br/> $3,141.36<br/> <br/> <b>$15,741.36</b> </td> </tr> </tbody> </table> <p><strong>Scenario 4</strong>: You have 1,000 containers, each writing 10,000 100-bucket distribution times series. You expect 40% of the buckets to be empty.</p> <p><em>Variant A</em>: If each time series is written every 15 seconds (1 sample/15s), then the number of samples written per month is 108,624,000,000,000 (10,862,400 samples/month * 10,000 time series * 1,000 containers), or 108,624,000 million.</p> <ul> <li>The first 50,000 million samples are charged at the first rate.</li> <li>The next 200,000 million samples are charged at the second rate.</li> <li>The next 250,000 million samples are charged at the third rate.</li> <li>The remaining 108,124,000 million samples are charged at the fourth rate.</li> </ul> <p><em>Variant B</em>: If each time series is written every 60 seconds (1 sample/60s), then the number of samples written per month is 27,156,000,000,000 (2,715,600 samples/month * 10,000 time series * 1,000 containers), or 27,156,000 million.</p> <ul> <li>The first 50,000 million samples are charged at the first rate.</li> <li>The next 200,000 million samples are charged at the second rate.</li> <li>The next 250,000 million samples are charged at the third rate.</li> <li>The remaining 26,656,000 million samples are charged at the fourth rate.</li> </ul> <table> <thead> <tr> <th>Variant</th> <th>Samples ingested</th> <th>Ingestion range</th> <th>Managed Service for Prometheus<br/><small>($0.06, $0.048, $0.036, $0.024)</small></th> </tr> </thead> <tbody> <tr> <td>A (1 sample/15s)<br/> <br/> <br/> <br/> <b>Total</b> </td> <td>50,000 million<br/> 200,000 million<br/> 250,000 million<br/> 108,124,000 million<br/> <b>108,624,000 million</b> </td> <td>Up to 50,000 million<br/> Up to 250,000 million<br/> Up to 500,000 million<br/> Over 500,000 million </td> <td>$3,000.00<br/> $9,600.00 <br/> $9,000.00<br/> $2,594,976.00<br/> <b>$2,616,576.00</b> </td> </tr> <tr> <td>B (1 sample/60s)<br/> <br/> <br/> <br/> <b>Total</b> </td> <td>50,000 million<br/> 200,000 million<br/> 250,000 million<br/> 26,656,000 million<br/> <b>27,156,000 million</b> </td> <td>Up to 50,000 million<br/> Up to 250,000 million<br/> Up to 500,000 million<br/> Over 500,000 million </td> <td>$3,000.00<br/> $9,600.00 <br/> $9,000.00<br/> $639,744.00<br/> <b>$661,344.00</b> </td> </tr> </tbody> </table> <p><strong>Scenario 5</strong>: You have the following:</p> <ul> <li><p>1,000 containers, each writing 1,000 scalar times series every 15 seconds. The number of samples written per month is 175,200,000,000, or 175,200 million. (Scenario 2, variant A.)</p></li> <li><p>1,000 containers, each writing 10,000 100-bucket distribution times series every 15 seconds. You expect 40% of the buckets to be empty. The number of samples written per month is 108,624,000,000,000 or 108,624,000 million. (Scenario 4, variant A.)</p></li> </ul> <p>The total number of samples per month is 108,799,200 million (175,200 million + 108,624,000 million).</p> <ul> <li>The first 50,000 million samples are charged at the first rate.</li> <li>The next 200,000 million samples are charged at the second rate.</li> <li>The next 250,000 million samples are charged at the third rate.</li> <li>The remaining 108,299,200 million samples are charged at the fourth rate.</li> </ul> <table> <thead> <tr> <th>Variant</th> <th>Samples ingested</th> <th>Ingestion range</th> <th>Managed Service for Prometheus<br/><small>($0.06, $0.048, $0.036, $0.024)</small></th> </tr> </thead> <tbody> <tr> <td>2A + 4A<br/> <br/> <br/> <br/> <b>Total</b> </td> <td>50,000 million<br/> 200,000 million<br/> 250,000 million<br/> 108,299,200 million<br/> <b>108,799,200 million</b> </td> <td>Up to 50,000 million<br/> Up to 250,000 million<br/> Up to 500,000 million<br/> Over 500,000 million </td> <td>$3,000.00<br/> $9,600.00 <br/> $9,000.00<br/> $2,599,180.80<br/> <b>$2,620,780.80</b> </td> </tr> </table> <h3 id="pricing_examples_uptime" data-text="Pricing for uptime-check execution (Effective date: October 1, 2022)" tabindex="-1">Pricing for uptime-check execution (Effective date: October 1, 2022)</h3> <p>Monitoring charges for each regional execution of an uptime check, beyond the free monthly allotment of 1 million executions. A check that executes in three regions counts as three executions.</p> <p>The cost for uptime-check execution is $0.30/1,000 executions. The charge appears on your bill as SKU "CA14-D3DE-E67F" for "Monitoring Uptime Checks".</p> <p>The following examples illustrate how to estimate the costs for executing uptime checks. These examples are intended to illustrate calculation techniques, not to provide billing data.</p> <h4 id="counting-executions" data-text="Counting executions of uptime checks" tabindex="-1">Counting executions of uptime checks</h4> <p>To estimate the cost of your uptime checks, you need to know how many regional executions occur in a month. Monitoring charges $0.30/1,000 executions, with a free monthly allotment of 1 million executions.</p> <p>To estimate the cost of your uptime checks, you can use the following calculation:</p> <p><pre translate="no" dir="ltr">(<var translate="no">EXECUTIONS_PER_MONTH</var> - 1,000,000) * .0003</pre></p> <p>For each uptime check, the number of executions depends on the following configuration choices:</p> <ul> <li><p>How frequently the uptime check executes: every minute, 5 minutes, 10 minutes, or 15 minutes.</p></li> <li><p>The number of regions in which the uptime check executes.</p></li> <li><p>The number of targets the uptime check is configured for. If the uptime check is configured for a single VM, then the number of targets is 1. If the uptime check is configured for a resource group, then the number of targets is the number of resources in the group.</p></li> </ul> <p>When you configure an uptime check, you specify a <i>location</i> for the uptime check, and each location maps to one or more <i>regions</i>. The following table shows the valid locations for uptime checks and the regions to which they map:</p> <p> <table> <thead> <tr> <th>Location for uptime-check configuration</th> <th>Includes Google Cloud regions</th> </tr> </thead> <tbody> <tr> <td><code translate="no" dir="ltr">ASIA_PACIFIC</code></td> <td><code translate="no" dir="ltr">asia-southeast1</code></td> </tr> <tr> <td><code translate="no" dir="ltr">EUROPE</code></td> <td><code translate="no" dir="ltr">europe-west1</code></td> </tr> <tr> <td><code translate="no" dir="ltr">SOUTH_AMERICA</code></td> <td><code translate="no" dir="ltr">southamerica-east1</code></td> </tr> <tr> <td><code translate="no" dir="ltr">USA</code></td> <td> <code translate="no" dir="ltr">us-central1</code>, <code translate="no" dir="ltr">us-east4</code>, <code translate="no" dir="ltr">us-west1</code> </td> </tr> <tr> <td><code translate="no" dir="ltr">GLOBAL</code></td> <td>All regions included by other locations</td> </tr> </tbody> </table> </p> <p>You must configure your uptime checks to execute in at least three regions.</p> <p>To estimate the number of executions for an uptime check, you need to know how many regions are covered by the uptime-check location:</p> <ul> <li><code translate="no" dir="ltr">ASIA_PACIFIC</code>, <code translate="no" dir="ltr">EUROPE</code>, and <code translate="no" dir="ltr">SOUTH_AMERICA</code> each include 1 region.</li> <li><code translate="no" dir="ltr">USA</code> includes 3 regions.</li> <li><code translate="no" dir="ltr">GLOBAL</code> includes 6 regions.</li> </ul> <p>In a month, there are roughly 730 hours (365 days / 12 months * 24 hours) or 43,800 minutes.</p> <ul> <li><p>An uptime check configured to run once a minute in <code translate="no" dir="ltr">USA</code> runs in a 3 regions. If this uptime check is configured to check a single VM, then this uptime check executes 131,400 (3 * 43,800) times in a month. If the check is configured to check a 10-member resource group, then the uptime check executes 1,314,000 (10 * 131,400) times in a month.</p></li> <li><p>An uptime check configured to run once a minute in <code translate="no" dir="ltr">ASIA_PACIFIC</code>, <code translate="no" dir="ltr">EUROPE</code>, and <code translate="no" dir="ltr">USA</code> runs in 5 regions. This uptime check executes 219,000 times in a month if configured for a single target.</p></li> </ul> <p>The following table shows the hourly and monthly execution counts for a single uptime check configured to run with different frequencies in different numbers of regions:</p> <table> <thead> <tr> <th>Frequency of check execution, once every:<br/> </th> <th>Number of regions<br/> </th> <th>Hourly executions<br/>per target</th> <th>Monthly executions<br/>per target</th> </tr> </thead> <tbody> <tr> <td>1 minute</td> <td>3<br/> 4<br/> 5<br/> 6 </td> <td> 180<br/> 240<br/> 300<br/> 360 </td> <td>131,400<br/> 175,200<br/> 219,000<br/> 262,800 </td> </tr> <tr> <td>5 minutes</td> <td>3<br/> 4<br/> 5<br/> 6 </td> <td>36<br/> 48<br/> 60<br/> 72 </td> <td>26,280<br/> 35,040<br/> 43,000<br/> 52,660 </td> </tr> <tr> <td>10 minutes</td> <td>3<br/> 4<br/> 5<br/> 6 </td> <td>18<br/> 24<br/> 30<br/> 36 </td> <td>13,140<br/> 17,520<br/> 21,900<br/> 26,280 </td> </tr> <tr> <td>15 minutes</td> <td>3<br/> 4<br/> 5<br/> 6 </td> <td>12<br/> 16<br/> 20<br/> 24 </td> <td>8,760<br/> 11,680<br/> 14,600<br/> 17,520 </td> </tr> </tbody> </table> <h4 id="uptime-examples" data-text="Examples" tabindex="-1">Examples</h4> <p>To estimate prices, determine your total monthly executions and subtract 1,000,000. Any remaining executions are charged at $0.30/1,000 executions, so multiply the remaining executions by .0003.</p> <p><pre translate="no" dir="ltr">(<var translate="no">EXECUTIONS_PER_MONTH</var> - 1,000,000) * .0003</pre></p> <p><b>Scenario 1</b>: You have 1 uptime check in location <code translate="no" dir="ltr">USA</code> that checks 1 VM once a minute. This check runs in 3 regions. The check executes 131,400 times a month and costs nothing. </p> <table> <thead> <tr> <th>Total monthly executions<br/> </th> <th>Chargeable monthly executions<br/> (over 1,000,000)</th> <th>Cost<br/> ($0.30/1,000 executions)</th> </tr> </thead> <tbody> <tr> <td>131,400</td> <td>0</td> <td>$0.00</td> </tr> </tbody> </table> <p><b>Scenario 2</b>: You have 1 uptime check in location <code translate="no" dir="ltr">USA</code> that checks a 10-member resource group once a minute. This check runs in 3 regions. The check executes 10 * 131,400 times a month and costs $94.20/month. The only difference between this scenario and Scenario 1 is the number of targets.</p> <table> <thead> <tr> <th>Total monthly executions<br/> </th> <th>Chargeable monthly executions<br/> (over 1,000,000)</th> <th>Cost<br/> ($0.30/1,000 executions)</th> </tr> </thead> <tbody> <tr> <td>1,314,000 (10 targets)</td> <td>314,000</td> <td>$94.20</td> </tr> </tbody> </table> <p><b>Scenario 3</b>: You have 10 <code translate="no" dir="ltr">GLOBAL</code> uptime checks, each of which checks 1 VM once a minute. These checks run in 6 regions, so each check executes 262,800 times a month. The total monthly executions is 2,628,000 (10 * 262,800). This scenario costs $488.40/month.</p> <table> <thead> <tr> <th>Total monthly executions<br/> </th> <th>Chargeable monthly executions<br/> (over 1,000,000)</th> <th>Cost<br/> ($0.30/1,000 executions)</th> </tr> </thead> <tbody> <tr> <td>2,628,000</td> <td>1,628,000</td> <td>$488.40</td> </tr> </tbody> </table> <p><b>Scenario 4</b>: You have 5 uptime checks in location <code translate="no" dir="ltr">USA</code> that check 1 VM once every 5 minutes. These checks run in 3 regions, so each check executes 26,280 times a month. The total monthly executions for this set of checks is 105,120 (4 * 26,280).</p> <p>You also have 2 <code translate="no" dir="ltr">GLOBAL</code> uptime checks that check 1 VM once every 15 minutes. These checks run in 6 regions, so each check executes 17,520 times a month. The total monthly executions for this set of checks is 35,040 (2 * 17,520).</p> <p>Your total monthly executions is 140,160 (105,120 + 35,040). This scenario costs nothing.</p> <table> <thead> <tr> <th>Total monthly executions<br/> </th> <th>Chargeable monthly executions<br/> (over 1,000,000)</th> <th>Cost<br/> ($0.30/1,000 executions)</th> </tr> </thead> <tbody> <tr> <td>140,160</td> <td>0</td> <td>$0.00</td> </tr> </tbody> </table> <h3 id="pricing_examples_synthetic_monitor" data-text="Pricing for synthetic-monitor execution (Effective date: November 1, 2023)" tabindex="-1">Pricing for synthetic-monitor execution (Effective date: November 1, 2023)</h3> <p>Cloud Monitoring charges for each execution of a synthetic monitor, beyond the free allotment per month of 100 executions per billing account. For example, if you create 3 synthetic monitors and configure each of them to execute every 5 minutes, then your total number of executions per month is 26,784:</p> <pre class="devsite-disable-click-to-copy devsite-click-to-copy" translate="no" dir="ltr"><code translate="no" dir="ltr">Number of executions per month = 3 synthetic monitors * 1 execution per monitor per 5 minutes * 1440 minutes per day * 31 days per month = 26,784 </code></pre> <p>To determine the number of chargeable executions, subtract the free allotment from the total number of executions, and then multiple the result by the cost:</p> <table> <thead> <tr> <th>Total monthly executions<br/> </th> <th>Chargeable monthly executions<br/> (over 100 executions per billing account)</th> <th>Cost<br/> ($1.20/1,000 executions)</th> </tr> </thead> <tbody> <tr> <td>26,784</td> <td>26,684</td> <td>$32.02</td> </tr> </tbody> </table> <h2 id="pricing-alerting" data-text="Pricing for alerting" tabindex="-1">Pricing for alerting</h2> <p></p> <p>Starting no sooner than April 2026, Cloud Monitoring will begin charging for <a href="/monitoring/alerts" track-type="inline link">alerting</a>. The pricing model is as follows:</p> <p></p> <ul> <li>$1.50 per month for each condition in an alerting policy.</li> <li>$0.35 per 1,000,000 time series returned by the query of a metric alerting policy condition.</li> </ul> <aside class="special"><strong>Important:</strong><span> MSAs will be sent 60 days and 30 days before pricing is enabled.</span></aside> <p>This section provides the following information:</p> <ul> <li><a href="#alerting-definitions">Definitions</a> of alerting terminology.</li> <li><a href="#alerting-pricing-examples">Examples</a> of charges for various alerting policy configurations.</li> <li><a href="#reduce-alerting-costs">Suggestions for reducing costs</a> by consolidating or deleting alerting policies.</li> <li>Information about <a href="#alerting-charge-optout">opting out of billing</a> for alerting policies.</li> </ul> <h3 id="alerting-definitions" data-text="Definitions" tabindex="-1">Definitions</h3> <ul> <li><p><strong>Condition</strong>: The <a href="/monitoring/api/ref_v3/rest/v3/projects.alertPolicies#Condition">condition</a> of an alerting policy describes when a resource, or a group of resources, is in a state that requires a response.</p> <ul> <li>Alerting policies that use filters to create <a href="/monitoring/api/ref_v3/rest/v3/projects.alertPolicies#MetricThreshold">metric-threshold</a> or <a href="/monitoring/api/ref_v3/rest/v3/projects.alertPolicies#MetricAbsence">metric-absence</a> queries can <a href="/monitoring/api/ref_v3/rest/v3/projects.alertPolicies#ConditionCombinerType">combine</a> up to six conditions.</li> <li>Alerting policies with a the following query types can have only a single condition: <ul> <li><a href="/monitoring/api/ref_v3/rest/v3/projects.alertPolicies#PrometheusQueryLanguageCondition">Prometheus Query Language (PromQL) query</a>,</li> <li><a href="/monitoring/api/ref_v3/rest/v3/projects.alertPolicies#MonitoringQueryLanguageCondition"> Monitoring Query Language (MQL)</a></li> <li><a href="/monitoring/api/ref_v3/rest/v3/projects.alertPolicies#LogMatch">Log match</a>, used in <a href="/logging/docs/alerting/log-based-alerts">log-based alerts</a>.</li> </ul></li> </ul> <p>The charge is for each condition $1.50 per month. To stop being charged for a condition, you must delete the alerting policy. <strong><a href="/monitoring/alerts/manage-snooze">Snoozing</a> or <a href="/monitoring/alerts/concepts-indepth#disabled-policies">disabling</a> the policy doesn't stop you from being charged</strong>.</p></li> <li><p><strong>Metric</strong> and <strong>log-based</strong> alerting policies: Alerting policies that use any condition type except log-match conditions are <strong>metric</strong> alerting policies; the conditions of metric alerting policies return time series. During each execution period, conditions in metric alerting policies execute their queries against the Cloud Monitoring datastore. The returned time series are then evaluated against a threshold to determine whether the alerting policy fires.</p> <p>Log-based alerting policies use log-match conditions. Log-match conditions return no time series.</p></li> <li><p><strong>Execution period</strong>: How frequently Cloud Monitoring executes your condition. For most condition types, this is 30 seconds and can't be changed. Conditions that use a PromQL query can set this period. For more information, see <a href="#promql-period">Increase the length of the execution period (PromQL only)</a>.</p></li> <li><p><strong>Time series returned</strong>: During every execution period, a metric alerting policy executes the query of its condition against the Cloud Monitoring datastore. Cloud Monitoring returns time series data as a response to each query. Each time series in the response counts as one time series returned.</p> <p>The number of time series returned in a month is determined by three factors:</p> <ul> <li>The shape and scope of the underlying data.</li> <li>The filters and aggregations you use in the query of your condition.</li> <li>The execution period.</li> </ul> <p>For example, consider a configuration where you have the following:</p> <ul> <li>100 virtual machines (VMs), where each VM belongs to one service.</li> <li>Each VM emits one metric, <code translate="no" dir="ltr">metric_name</code>, which has a label with 10 values.</li> <li>Five total services.</li> </ul> <p>Since you have 100 VMs, which each can generate 10 time series (one for each label value), you have a total of 1,000 underlying time series. Each VM also contains a metadata-like label that records which of your five services the VM belongs to.</p> <p>You could configure your alerting policies in the following ways by using PromQL, where each configuration results in a different number of time series returned per execution period:</p> <table> <col style="width:30%"/> <col style="width:55%"/> <col style="width:15%"/> <thead> <tr> <th>Configuration</th> <th>PromQL query</th> <th>Time series returned per period</th> </tr></thead> <tbody> <tr> <td>No aggregation</td> <td><code translate="no" dir="ltr">rate(<code translate="no" dir="ltr">metric_name</code>[1m])</code></td> <td>1,000</td> </tr> <tr> <td>Aggregate to the VM</td> <td><code translate="no" dir="ltr">sum by (vm) (rate(<code translate="no" dir="ltr">metric_name</code>[1m]))</code></td> <td>100</td> </tr> <tr> <td>Aggregate to label value</td> <td><code translate="no" dir="ltr">sum by (label_key) (rate(<code translate="no" dir="ltr">metric_name</code>[1m]))</code></td> <td>10</td> </tr> <tr> <td>Aggregate to the service</td> <td><code translate="no" dir="ltr">sum by (service) (rate(<code translate="no" dir="ltr">metric_name</code>[1m]))</code></td> <td>5</td> </tr> <tr> <td>Aggregate to label value and service</td> <td><code translate="no" dir="ltr">sum by (service, label_key) (rate(<code translate="no" dir="ltr">metric_name</code>[1m])</code>)</td> <td>50</td> </tr> <tr> <td>Aggregate to the fleet</td> <td><code translate="no" dir="ltr">sum (rate(<code translate="no" dir="ltr">metric_name</code>[1m]))</code></td> <td>1</td> </tr> <tr> <td>Filter and aggregate to one VM</td> <td><code translate="no" dir="ltr">sum (rate(<code translate="no" dir="ltr">metric_name</code>{vm="my_vm_name"}[1m]))</code></td> <td>1</td> </tr> <tr> <td>Filter and aggregate to one service</td> <td><code translate="no" dir="ltr">sum (rate(<code translate="no" dir="ltr">metric_name</code>{service="my_service_name"}[1m]))</code></td> <td>1</td> </tr> </tbody></table></li> </ul> <h3 id="alerting-pricing-examples" data-text="Pricing examples" tabindex="-1">Pricing examples</h3> <p>The following examples take place in a 30-day month, resulting in the following evaluation periods:</p> <ul> <li>86,400 30-second execution periods per month</li> <li>172,800 15-second execution periods per month (PromQL queries only)</li> </ul> <h4 id="example-1" data-text="Example 1: One policy, aggregating to the VM, 30 seconds" tabindex="-1">Example 1: One policy, aggregating to the VM, 30 seconds</h4> <p>In this example, use the following configurations:</p> <p> <b>Data</b> <ul> <li>100 VMs</li> <li>Each VM emits one metric, <code translate="no" dir="ltr">metric_name</code></li> <li><code translate="no" dir="ltr">metric_name</code> has one label, which has 10 values</li> </ul> <b>Alerting policy</b> <ul> <li>One alert condition</li> <li>Condition aggregates to the VM level</li> <li>30-second execution period</li> </ul> <b>Resulting costs</b> <ul> <li><b>Condition cost</b>: 1 condition * $1.50 per month = $1.50 per month</li> <li><b>Time series cost</b>: 100 time series returned per period * 86,400 periods per month = 8.6 million time series returned per month * $0.35 per million time series = $3.02 per month</li> <li><b>Total cost</b>: <b>$4.52 per month</b></li> </ul> </p> <h4 id="example-2" data-text="Example 2: 100 policies (one per VM), aggregating to the VM, 30 seconds" tabindex="-1">Example 2: 100 policies (one per VM), aggregating to the VM, 30 seconds</h4> <p>In this example, use the following configurations:</p> <p> <b>Data</b> <ul> <li>100 VMs</li> <li>Each VM emits one metric, <code translate="no" dir="ltr">metric_name</code></li> <li><code translate="no" dir="ltr">metric_name</code> has one label, which has 10 values</li> </ul> <b>Alerting policies</b> <ul> <li>100 conditions</li> <li>Each condition is filtered and aggregated to one VM</li> <li>30-second execution period</li> </ul> <b>Resulting costs</b> <ul> <li><b>Condition cost</b>: 100 conditions * $1.50 per month = $150 per month</li> <li><b>Time series cost</b>: 100 conditions * 1 time series returned per condition per period * 86,400 periods per month = 8.6 million time series returned per month * $0.35 per million time series = $3.02 per month</li> <li><b>Total cost</b>: <b>$153.02 per month</b></li> </ul> </p> <h4 id="example-3" data-text="Example 3: One policy, aggregating to the VM, 15 seconds" tabindex="-1">Example 3: One policy, aggregating to the VM, 15 seconds</h4> <p>In this example, use the following configurations:</p> <p> <b>Data</b> <ul> <li>100 VMs</li> <li>Each VM emits one metric, <code translate="no" dir="ltr">metric_name</code></li> <li><code translate="no" dir="ltr">metric_name</code> has one label, which has 10 values</li> </ul> <b>Alerting policy</b> <ul> <li>One PromQL alert condition</li> <li>Condition aggregates to the VM level</li> <li>15-second execution period</li> </ul> <b>Resulting costs</b> <ul> <li><b>Condition cost</b>: 1 condition * $1.50 per month = $1.50 per month</li> <li><b>Time series cost</b>: 100 time series returned per period * 172,800 periods per month = 17.3 million time series returned per month * $0.35 per million time series = $6.05 per month</li> <li><b>Total cost</b>: <b>$7.55 per month</b></li> </ul> </p> <h4 id="example-4" data-text="Example 4: Aggregate one policy to each service, 30 seconds" tabindex="-1">Example 4: Aggregate one policy to each service, 30 seconds</h4> <p>In this example, use the following configurations:</p> <p> <b>Data</b> <ul> <li>100 VMs, where each VM belongs to one service</li> <li>Five total services</li> <li>Each VM emits one metric, <code translate="no" dir="ltr">metric_name</code></li> <li><code translate="no" dir="ltr">metric_name</code> has one label, which has 10 values</li> </ul> <b>Alerting policy</b> <ul> <li>One condition</li> <li>Condition aggregates to the service level</li> <li>30-second execution period</li> </ul> <b>Resulting costs</b> <ul> <li><b>Condition cost</b>: 1 condition * $1.50 per month = $1.50 per month</li> <li><b>Time series cost</b>: 5 time series returned per period * 86,400 periods per month = 432,000 time series returned per month * $0.35 per million time series = $0.14 per month</li> <li><b>Total cost</b>: <b>$1.64 per month</b></li> </ul> </p> <h4 id="example-5" data-text="Example 5: Aggregate one policy to the VM; higher underlying cardinality per VM, 30 seconds" tabindex="-1">Example 5: Aggregate one policy to the VM; higher underlying cardinality per VM, 30 seconds</h4> <p>In this example, use the following configurations:</p> <p> <b>Data</b> <ul> <li>100 VMs</li> <li>Each VM emits one metric, <code translate="no" dir="ltr">metric_name</code></li> <li><code translate="no" dir="ltr">metric_name</code> has 100 labels with 1,000 values each</li> </ul> <b>Alerting policy</b> <ul> <li>One condition</li> <li>Condition aggregates to the VM level</li> <li>30-second execution period</li> </ul> <b>Resulting costs</b> <ul> <li><b>Condition cost</b>: 1 condition * $1.50 per month = $1.50 per month</li> <li><b>Time series cost</b>: 100 time series returned per period * 86,400 periods per month = 8.5 million time series returned per month * $0.35 per million time series = $3.02 per month</li> <li><b>Total cost</b>: <b>$4.52 per month</b></li> </ul> </p> <h4 id="example-6" data-text="Example 6: Aggregate one policy to the VM; union two metrics in one condition, 30 seconds" tabindex="-1">Example 6: Aggregate one policy to the VM; union two metrics in one condition, 30 seconds</h4> <p>In this example, use the following configurations:</p> <p> <b>Data</b> <ul> <li>100 VMs</li> <li>Each VM emits two metrics, <code translate="no" dir="ltr">metric_name_1</code> and <code translate="no" dir="ltr">metric_name_2</code></li> <li>Both metrics have one label with 10 values each</li> </ul> <b>Alerting policy</b> <ul> <li>One condition</li> <li>Condition aggregates to the VM level</li> <li>Condition uses an <code translate="no" dir="ltr">OR</code> operator to union the metrics</li> <li>30-second execution period</li> </ul> <b>Resulting costs</b> <ul> <li><b>Condition cost</b>: 1 condition * $1.50 per month = $1.50 per month</li> <li><b>Time series cost</b>: 2 metrics * 100 time series returned per metric per period * 86400 periods per month = 17.3 million time series returned per month * $0.35 per million time series = $6.05 per month</li> <li><b>Total cost</b>: <b>$7.55 per month</b></li> </ul> </p> <h4 id="example-lba" data-text="Example 7: 100 log-based alerting policies" tabindex="-1">Example 7: 100 log-based alerting policies</h4> <p>In this example, use the following configuration:</p> <p> <b>Alerting policies</b> <ul> <li>100 conditions (one condition per log-based alerting policy)</li> </ul> <b>Resulting costs</b> <ul> <li><b>Condition cost</b>: 100 condition * $1.50 per month = $150.00 per month</li> <li><b>Time series cost</b>: $0 (Log-based alerting policies do not return time series.)</li> <li><b>Total cost</b>: <b>$150.00 per month</b></li> </ul> </p> <h3 id="reduce-alerting-costs" data-text="Suggestions for reducing your alerting bill" tabindex="-1">Suggestions for reducing your alerting bill</h3> When you configure your metric-based alerting policies, use the following suggestions to help reduce the cost of your alerting bills. <p><h4 id="reduce-policies" data-text="Consolidate alerting policies to operate over more resources" tabindex="-1">Consolidate alerting policies to operate over more resources</h4></p> <p> Because of the $1.50-per-condition cost, it is more cost effective to use one alerting policy to monitor multiple resources than it is to use one alerting policy to monitor each resource. For example, compare <a href="/stackdriver/pricing#example-1">Example 1</a> to <a href="/stackdriver/pricing#example-2">Example 2</a>: In both examples, you monitor the same number of resources. However, Example 2 uses 100 alerting policies, while Example 1 uses only one alerting policy. As a result, Example 1 is almost $150 cheaper per month. </p> <p><h4 id="aggregate" data-text="Aggregate to only the level that you need to alert on" tabindex="-1">Aggregate to only the level that you need to alert on</h4></p> <p>Aggregating to higher levels of granularity results in higher costs than aggregating to lower levels of granularity. For example, aggregating to the Google Cloud project level is cheaper than aggregating to the cluster level, and aggregating to the cluster level is cheaper than aggregating to the cluster and namespace level.</p> <p>For example, compare <a href="/stackdriver/pricing#example-1">Example 1</a> to <a href="/stackdriver/pricing#example-4">Example 4</a>: Both examples operate over the same underlying data and have a single alerting policy. However, because the alerting policy in Example 4 aggregates to the service, it is less expensive than the alerting policy in Example 1, which aggregates more granularly to the VM. </p> <p>In addition, compare Example 1 to <a href="/stackdriver/pricing#example-5">Example 5</a>: In this case, the metric cardinality in Example 5 is 10,000 times higher than the metric cardinality in Example 1. However, because the alerting policy in Example 1 and in Example 5 both aggregate to the VM, and because the number of VMs is the same in both examples, the examples are equivalent in price. </p> <p>When you configure your alerting policies, choose aggregation levels that work best for your use case. For example, if you care about alerting on CPU utilization, then you might want to aggregate to the VM and CPU level. If you care about alerting on latency by endpoint, then you might want to aggregate to the endpoint level.</p> <p><h4 id="raw-data" data-text="Don't alert on raw, unaggregated data" tabindex="-1">Don't alert on raw, unaggregated data</h4></p> <p>Monitoring uses a dimensional metrics system, where any metric has total <a href="/monitoring/api/v3/metric-model#cardinality">cardinality</a> equal to the number of resources monitored multiplied by the number of label combinations on that metric. For example, if you have 100 VMs emitting a metric, and that metric has 10 labels with 10 values each, then your total cardinality is 100 * 10 * 10 = 10,000.</p> <p>As a result of how cardinality scales, alerting on raw data can be extremely expensive. In the previous example, you have 10,000 time series returned for each execution period. However, if you aggregate to the VM, then you have only 100 time series returned per execution period, regardless of the label cardinality of the underlying data.</p> <p>Alerting on raw data also puts you at risk for increased time series when your metrics receive new labels. In the previous example, if a user adds a new label to your metric, then your total cardinality increases to 100 * 11 * 10 = 11,000 time series. In this case, your number of returned time series increases by 1,000 each execution period even though your alerting policy is unchanged. If you instead aggregate to the VM, then, despite the increased underlying cardinality, you still have only 100 time series returned.</p> <p><h4 id="filter-extraneous" data-text="Filter out unnecessary responses" tabindex="-1">Filter out unnecessary responses</h4></p> <p>Configure your conditions to evaluate only data that's necessary for your alerting needs. If you wouldn't take action to fix something, then exclude it from your alerting policies. For example, you probably don't need to alert on an intern's development VM.</p> <p>To reduce unnecessary alerts and costs, you can filter out time series that aren't important. You can use Google Cloud metadata labels to tag assets with categories and then filter out the unneeded metadata categories.</p> <p><h4 id="top-k" data-text="Use top-stream operators to reduce the number of time series returned" tabindex="-1">Use top-stream operators to reduce the number of time series returned</h4></p> <p>If your condition uses a PromQL or an MQL query, then you can use a top-streams operator to select a number of the time series returned with the highest values:</p> <ul> <li>PromQL: <a href="https://prometheus.io/docs/prometheus/latest/querying/operators/#aggregation-operators"><code translate="no" dir="ltr">topk</code></a></li> <li>MQL: <a href="/monitoring/mql/reference#top-tabop"><code translate="no" dir="ltr">top</code></a></li> </ul> <p>For example, a <code translate="no" dir="ltr">topk(metric, 5)</code> clause in a PromQL query limits the number of time series returned to five in each execution period.</p> <p>Limiting to a top number of time series might result in missing data and faulty alerts, such as:</p> <ul> <li>If more than <i>N</i> time series violate your threshold, then you will miss data outside the top <i>N</i> time series.</li> <li>If a violating time series occurs outside the top <i>N</i> time series, then your incidents might auto-close despite the excluded time series still violating the threshold.</li> <li>Your condition queries might not show you important context such as baseline time series that are functioning as intended.</li> </ul> <p>To mitigate such risks, choose large values for <i>N</i> and use the top-streams operator only in alerting policies that evaluate many time series, such as alerts for individual Kubernetes containers.</p> <p><h4 id="promql-period" data-text="Increase the length of the execution period (PromQL only)" tabindex="-1">Increase the length of the execution period (PromQL only)</h4></p> <p>If your condition uses a PromQL query, then you can modify the length of your execution period by setting the <a href="/monitoring/api/ref_v3/rest/v3/projects.alertPolicies#PrometheusQueryLanguageCondition.FIELDS.evaluation_interval"><code translate="no" dir="ltr">evaluationInterval</code></a> field in the <a href="/monitoring/api/ref_v3/rest/v3/projects.alertPolicies#PrometheusQueryLanguageCondition">condition</a>.</p> <p>Longer evaluation intervals result in fewer time series returned per month; for example, a condition query with a 15-second interval runs twice as often as a query with a 30-second interval, and a query with a 1-minute interval runs half as often as a query with a 30-second interval.</p> <aside class="note"><strong>Note:</strong><span> Other alerting policy conditions are fixed to a 30-second execution period.</span></aside> <h3 id="alerting-charge-optout" data-text="Opting out" tabindex="-1">Opting out</h3> <p>If you have an existing Google Cloud contract that doesn't expire until April 2026, you can delay billing for alerting until your contract is due for renewal by requesting an exemption from the Cloud Monitoring alerting billing team. Exemptions for customers with active contracts will be considered on a case-by-case basis.</p> <p>You can request an exemption until <b>November 1, 2024</b>. To request a billing exemption until contract renewal, fill out the <a href="https://docs.google.com/forms/d/e/1FAIpQLScBZOLSXcE_q-kNEceeeLKa0HbhHTe_YqgVvKcZ18iU-0Dz6A/viewform">billing-exemption request form</a>.</p> <h2 id="error-report-costs" class="cloud-jump-section cloud-headline2" data-text="Error Reporting" tabindex="-1">Error Reporting</h2> <p>Error data can be reported to your Google Cloud project by using the <a href="/error-reporting/reference/rest" track-type="inline link">Error Reporting API</a> or the <a href="/logging/docs/reference/api-overview" track-type="inline link">Cloud Logging API</a>.</p> <p>There are no charges for using Error Reporting. However, you might incur Cloud Logging costs because log entries are generated and then stored by Cloud Logging.</p> <p>For limits that apply to your use of Error Reporting, see <a href="/error-reporting/quotas" track-type="inline link">Quotas and limits</a>.</p> <h2 id="profiler-costs" class="cloud-jump-section cloud-headline2" data-text="Cloud Profiler" tabindex="-1">Cloud Profiler</h2> <p>There is no cost associated with using Cloud Profiler.</p> <p>For limits that apply to your use of Profiler, see <a href="/profiler/quotas" track-type="inline link">Quotas and limits</a>.</p> <h2 id="trace-costs" class="cloud-jump-section cloud-headline2" data-text="Cloud Trace" tabindex="-1">Cloud Trace</h2> <p><a href="/trace/docs">Trace</a> charges are based on the number of trace spans ingested and scanned. When latency data is sent to Trace, it's packaged as a <em>trace</em> that is composed of <em>spans</em>, and the spans are <em>ingested</em> by the Cloud Trace backend. When you view trace data, the stored spans are <em>scanned</em> by Cloud Trace. This section provides the following information:</p> <ul> <li>Defines chargeable and non-chargeable trace spans</li> <li>Provides a pricing example</li> <li>Provides information on how to reduce your trace span ingestion.</li> <li>Provides settings for an alerting policy that can notify you if your trace span ingestion reaches a threshold.</li> </ul> <p>For the current pricing information, see <a href="https://cloud.google.com/trace#pricing" track-type="inline link">Cloud Trace Pricing</a>.</p> <p>For limits that apply to your use of Trace, see <a href="/trace/docs/quotas" track-type="inline link">Quotas and limits</a>.</p> <p>For information about how to view your current or past usage, see <a href="/stackdriver/estimating-bills" track-type="inline link">Estimating your bills</a>.</p> <h3 id="spans-non-chargeable" data-text="Non-chargeable trace spans" tabindex="-1">Non-chargeable trace spans</h3> <p>Cloud Trace pricing doesn't apply to spans auto-generated by <strong>App Engine Standard</strong>, <strong>Cloud Run functions</strong> or <strong>Cloud Run</strong>: ingestion of these traces are non-chargeable.</p> <p>Auto-generated traces don't consume Cloud Trace API quota, and these traces are not counted in the API usage metrics.</p> <h3 id="span-chargeable" data-text="Chargeable trace spans" tabindex="-1">Chargeable trace spans</h3> <p>Ingestion of trace spans except for those spans listed in the section titled <a href="#spans-non-chargeable" track-type="inline link">Non-chargeable traces</a>, are chargeable and are priced by ingested volume. This includes spans created by instrumentation you add to your App Engine Standard application.</p> <h3 id="pricing_examples_2" data-text="Pricing examples" tabindex="-1">Pricing examples</h3> <p>The example is for Trace pricing as of July 2020.</p> <ul> <li>If you ingest 2 million spans in a month, your cost is $0. (Your first 2.5 million spans ingested in a month are free.)</li> <li>If you ingest 14 million spans in a month, your cost is $2.30. (Your first 2.5 million spans in a month are free. The remaining spans' cost is calculated as 11.5 million spans * $0.20/million spans = $2.30.)</li> <li>If you ingest 1 billion spans in a month, your cost is $199. (Your first 2.5 million spans in a month are free. The remaining spans' cost is calculated as 997.5 million spans * $0.20/million spans = $199.50.)</li> </ul> <h3 id="trace-reduce-usage" data-text="Reducing your trace usage" tabindex="-1">Reducing your trace usage</h3> <p>To control Trace span ingestion volume, you can manage your trace sampling rate to balance how many traces you need for performance analysis with your cost tolerance.</p> <p>For high-traffic systems, most customers can sample at 1 in 1,000 transactions, or even 1 in 10,000 transactions, and still have enough information for performance analysis.</p> <p>Sampling rate is configured with the <a href="/trace/docs/client-libraries" track-type="inline link">Cloud Trace client libraries</a>.</p> <h3 id="trace-alert-span-usage" data-text="Alerting on monthly spans ingested" tabindex="-1">Alerting on monthly spans ingested</h3> <p>To create an alerting policy that triggers when your monthly <a href="/trace/docs" track-type="inline link">Cloud Trace</a> spans ingested exceeds a user-defined limit, use the following settings.</p> <section class="expandable"> <h4 class="showalways" id="steps-to-create-an-alerting-policy._1" data-text="Steps to create an alerting policy." tabindex="-1">Steps to create an <a href="/monitoring/alerts/using-alerting-ui#create-policy" track-type="inline link">alerting policy</a>.</h4> <p>To create an alerting policy, do the following:</p> <ol> <li> <p>In the Google Cloud console, go to the <i class="material-icons" aria-hidden="true" translate="no">notifications</i> <b>Alerting</b> page: <p><a class="button button-primary" href="https://console.cloud.google.com/monitoring/alerting" target="console" track-name="consoleLink" track-type="task" track-metadata-position="body" track-metadata-event-detail="monitoring/alerting" >Go to <b>Alerting</b></a> </p> </p> <p>If you use the search bar to find this page, then select the result whose subheading is <b>Monitoring</b>.</p></li> <li>If you haven't created your notification channels and if you want to be notified, then click <b>Edit Notification Channels</b> and add your notification channels. Return to the <b>Alerting</b> page after you add your channels. <li>From the <b>Alerting</b> page, select <b>Create policy</b>.</li> <li>To select the resource, metric, and filters, expand the <b>Select a metric</b> menu and then use the values in the <b>New condition</b> table: <ol> <li>Optional: To limit the menu to relevant entries, enter the resource or metric name in the filter bar. </li> <li>Select a <b>Resource type</b>. For example, select <b>VM instance</b>.</li> <li>Select a <b>Metric category</b>. For example, select <b>instance</b>.</li> <li>Select a <b>Metric</b>. For example, select <b>CPU Utilization</b>.</li> <li>Select <b>Apply</b>.</li> </ol> </li> <li>Click <b>Next</b> and then configure the alerting policy trigger. To complete these fields, use the values in the <b>Configure alert trigger</b> table. </li> <li>Click <b>Next</b>.</li> <li><p>Optional: To add notifications to your alerting policy, click <b>Notification channels</b>. In the dialog, select one or more notification channels from the menu, and then click <b>OK</b>.</p> <p>To be notified when incidents are openend and closed, check <b>Notify on incident closure</b>. By default, notifications are sent only when incidents are openend.</p> </li> <li>Optional: Update the <b>Incident autoclose duration</b>. This field determines when Monitoring closes incidents in the absence of metric data.</li> <li>Optional: Click <b>Documentation</b>, and then add any information that you want included in a notification message.</li> <li>Click <b>Alert name</b> and enter a name for the alerting policy.</li> <li>Click <b>Create Policy</b>.</li> </ol> </section> <table> <thead> <tr> <th width="25%"><b>New condition</b><br/>Field</th> <th><br/>Value</th> </tr> </thead> <tbody> <tr> <td><b>Resource and Metric</b></td> <td>In the <b>Resources</b> menu, select <b>Global</b>.<br/> In the <b>Metric categories</b> menu, select <b>Billing</b>.<br/> In the <b>Metrics</b> menu, select <b>Monthly trace spans ingested</b>. </td> </tr> <tr> <td><b>Filter</b></td> <td></td> </tr> <tr> <td><b>Across time series<br/> Time series aggregation</b></td> <td><code translate="no" dir="ltr">sum</code><br/> </tr> <tr> <td><b>Rolling window</b></td> <td><code translate="no" dir="ltr">60 m</code><br/> </tr> <tr> <td><b>Rolling window function</b></td> <td><code translate="no" dir="ltr">max</code></td> </tr> </tbody> </table> <table> <thead> <tr> <th width="25%"><b>Configure alert trigger</b><br/>Field</th> <th><br/>Value</th> </tr> </thead> <tbody> <tr> <td><b>Condition type</b></td> <td><code translate="no" dir="ltr">Threshold</code></td> </tr> <tr> <td><b>Alert trigger</b></td> <td><code translate="no" dir="ltr">Any time series violates</code></td> </tr> <tr> <td><b>Threshold position</b></td> <td><code translate="no" dir="ltr">Above threshold</code></td> </tr> <tr> <td><b><code translate="no" dir="ltr">Threshold value</b></td> <td>You determine the acceptable value.</td> </tr> <tr> <td><b>Retest window</b></td> <td>Minimum acceptable value is 30 minutes.</td> </tr> </tbody> </table> <h2 id="anthos-costs" class="cloud-jump-section cloud-headline2" data-text="GKE Enterprise" tabindex="-1">GKE Enterprise</h2> <p>There is no charge for GKE Enterprise system logs and metrics. Control plane logs, control plane metrics, and a <a href="/kubernetes-engine/docs/how-to/kube-state-metrics" track-type="inline link">curated subset of Kube state metrics</a> are <a href="/kubernetes-engine/docs/how-to/configure-metrics#default-metrics-enterprise" track-type="inline link">enabled by default</a> for GKE clusters on Google Cloud that are registered at cluster creation time in a GKE Enterprise enabled project. Control plane logs incur <a href="/stackdriver/pricing#logging-pricing-summary" track-type="inline link">Cloud Logging charges</a>, while default-on metrics are included at no additional charge.</p> <p>For the list of included GKE logs and metrics, see <a href="/kubernetes-engine/docs/concepts/about-logs#what_logs" track-type="inline link">What logs are collected</a> and <a href="/kubernetes-engine/docs/how-to/configure-metrics#available-metrics" track-type="inline link">Available metrics</a>.</p> <p>In a Google Distributed Cloud cluster, GKE Enterprise system logs and metrics include the following:</p> <ul> <li>Logs and metrics from all components in an admin cluster</li> <li>Logs and metrics from components in these namespaces in a user cluster: <code translate="no" dir="ltr">kube-system</code>, <code translate="no" dir="ltr">gke-system</code>, <code translate="no" dir="ltr">gke-connect</code>, <code translate="no" dir="ltr">knative-serving</code>, <code translate="no" dir="ltr">istio-system</code>, <code translate="no" dir="ltr">monitoring-system</code>, <code translate="no" dir="ltr">config-management-system</code>, <code translate="no" dir="ltr">gatekeeper-system</code>, <code translate="no" dir="ltr">cnrm-system</code></li> </ul> <h2 id="faq" class="cloud-jump-section cloud-headline2" data-text="Frequently asked questions" tabindex="-1">Frequently asked questions</h2> <p><strong>Which product features are free to use</strong>?</p> <p>Usage of Google Cloud Observability products is priced by data volume. Other than the data volume costs described on this page, usage of all additional Google Cloud Observability product features is free.</p> <p><strong>How much will I have to pay?</strong></p> <p>To estimate your usage costs, see <a href="/stackdriver/estimating-bills" track-type="inline link">Estimating your bills</a>.</p> <p>To get help with billing questions, see <a href="/stackdriver/docs/billing-questions" track-type="inline link">Billing questions</a>.</p> <p><strong>How do I understand the details of my usage?</strong></p> <p>Several metrics let you drill into and understand your logs and metrics volume using Metrics Explorer. see <a href="/stackdriver/estimating-bills#metric-exp-usage" track-type="inline link">View detailed usage in Metrics Explorer</a> for details.</p> <p>If you're interested in learning how to manage your costs, see these blog posts:</p> <ul> <li><a href="https://cloud.google.com/blog/topics/cost-management/how-to-approach-cloud-logging-pricing-for-cloud-admins" track-type="inline link">Cloud Logging pricing for Cloud Admins: How to approach it & save cost</a> </li> <li><a href="https://cloud.google.com/blog/products/devops-sre/cloud-logging-cost-management-best-practices" track-type="inline link">Four steps to managing your Cloud Logging costs on a budget</a> </li> </ul> <p><strong>How do metrics scopes and log scopes affect billing?</strong></p> <p>For the most part, <a href="/monitoring/settings" track-type="inline link">metrics scopes</a> and <a href="/logging/docs/log-scope/create-and-manage" track-type="inline link">log scopes</a> don't affect billing. Logs and metrics are charged by the project, billing account, folder, or organization that <em>receives</em> the data. The metrics scope for a project defines the collection of the resources whose metrics the project can view and monitor. When you define a metrics scope, you don't affect which resource receives metric data or cause data to be duplicated. Similarly, a log scope only lists the resources that store or route the log entries that you want to view.</p> <p>For example, suppose your organization has 100 virtual machines (VMs): 60 VMs are hosted by Project-A and 40 VMs are in Project-B. Project-A receives and stores the metrics for its VMs, and it's charged when metrics are chargeable. Similarly, Project-B receives and stores the metrics for its VMs, and it's charged when metrics are chargeable. If you create a metrics scope that includes Project-A and Project-B, then you can view the combined metrics for your 100 VMs. You can now view just the metrics for Project-A, just the metrics of Project-B, or the combination of metrics. Even though you have two ways to view the metrics of Project-A, there aren't billing implications.</p> <p><strong>What happens if I go over the free allotments?</strong></p> <p>You are automatically billed for any usage over your free allotments. You don't lose any logs or metrics. To better understand your potential costs, review <a href="/stackdriver/estimating-bills" track-type="inline link">Estimating your bills</a>.</p> <p>You can <a href="#alert-usage" track-type="inline link">create an alerting policy</a> that monitors your usage and notifies you when you approach the threshold for billing.</p> <p><strong>I have a large number of Google Cloud logs in my project(s) that I do not use. I am concerned about charges for these logs. How do I avoid this?</strong></p> <p>You can exclude logs to control which logs are ingested into Logging. See <a href="#reduce-logs-use" track-type="inline link">Reducing your logs usage</a> for details.</p> <p><strong>Will services that send logs to my project receive an error if logs are excluded?</strong></p> <p>No. Services that send log entries cannot determine whether the log entries are ingested into Logging or not.</p> <p><strong>Will I be charged twice for Virtual Private Cloud flow logs?</strong></p> <p>If you send your VPC flow logs to Logging, VPC flow logs generation charges are waived, and only Logging charges apply. However, if you send them and then exclude your VPC flow logs from Logging, VPC flow logs charges apply. For more information, see <a href="/products/calculator" track-type="inline link">Google Cloud Pricing Calculator</a> and then select the tab titled "Cloud Load Balancing and Network Services".</p> <p><a name="binary-units" track-type="inline link"><sup>1 </sup></a><small>For pricing purposes, all units are treated as <em>binary</em> measures, for example, as <a class="external" href="https://en.wikipedia.org/wiki/Mebibyte" track-type="inline link" target="_blank">mebibytes</a> (MiB, or 2<sup title="to the power of">20</sup> bytes) or <a class="external" href="https://en.wikipedia.org/wiki/Gibibyte" track-type="inline link" target="_blank">gibibytes</a> (GiB, or 2<sup title="to the power of">30</sup> bytes).</small></p> <p><a name="metric-rate" track-type="inline link"><sup>2</sup></a> <small>There is no charge for Google Cloud metrics or GKE Enterprise metrics that are measured at up to 1 data point per minute, the current highest resolution. In the future, metrics measured at higher resolutions might incur a charge. </small></p> <p><a name="process-metrics" track-type="inline link"><sup>3</sup></a> <small> Process metrics are currently collected at a pre-defined default rate of once per minute, which can't be changed. This data generally changes slowly, so these metrics are currently over-sampled. Therefore, charging process metrics at 5% of the standard rate aligns with the standard rate if the metrics were sampled at 20-minute intervals. Users who collect 100 MiB of data from these metrics are charged for only 5 MiB. </small></p> <h2 id="whats_next" class="cloud-jump-section cloud-headline2" data-text="What's next" tabindex="-1">What's next</h2> <ul> <li>Read the <a href="/stackdriver/docs" track-type="inline link">Google Cloud Observability documentation</a>.</li> <li>Try the <a href="/products/calculator" track-type="inline link">Pricing calculator</a>.</li> <li>Learn about <a href="/architecture?text=Google Cloud Observability" track-type="inline link">Google Cloud Observability solutions and use cases</a>.</li> </ul> <div class="cws-grid cws-spacer-5--top cloud-background-color-grey-50 contact-sales_module"> <div class="cws-grid__col--offset-1 cws-grid__col--span-10 cws-spacer-5--top cws-spacer-5--bottom text-center"> <div class="cws-spacer-3--bottom"> <h4 class="cws-headline--headline-4" id="request-a-custom-quote" data-text="Request a custom quote" tabindex="-1">Request a custom quote</h4> </div> <div class="cws-spacer-4--bottom"> With Google Cloud's pay-as-you-go pricing, you only pay for the services you use. Connect with our sales team to get a custom quote for your organization. </div> <a href="/contact?direct=true" class="cws-button cws-button--high-emphasis" track-name="contact sales" track-type="button" track-metadata-eventdetail="cloud.google.com/contact" track-metadata-modifier="high-emphasis"> Contact sales </a> </div> </div> </div> </div> </article> <devsite-hats-survey class="nocontent" hats-id="mwETRvWii0eU5NUYprb0Y9z5GVbc" listnr-id="83405"></devsite-hats-survey> </div> <div class="devsite-floating-action-buttons"> </div> </article> <devsite-notification > </devsite-notification> <div class="devsite-content-data"> <template class="devsite-thumb-rating-feedback"> <devsite-feedback position="thumb-rating" project-name="Google Cloud Observability" product-id="107870" bucket="documentation" context="Google Cloud Observability docs feedback link" version="t-devsite-webserver-20241114-r00-rc02.464922260396498922" data-label="Send Feedback Button" track-type="feedback" track-name="sendFeedbackLink" track-metadata-position="thumb-rating" class="nocontent" project-feedback-url="https://issuetracker.google.com/issues/new?component=187158" project-icon="https://www.gstatic.com/devrel-devsite/prod/v870e399c64f7c43c99a3043db4b3a74327bb93d0914e84a0c3dba90bbfd67625/cloud/images/favicons/onecloud/super_cloud.png" project-support-url="https://cloud.google.com/stackdriver/docs/getting-support" > <button> Need to tell us more? </button> </devsite-feedback> </template> <template class="devsite-content-data-template"> [[["Easy to understand","easyToUnderstand","thumb-up"],["Solved my problem","solvedMyProblem","thumb-up"],["Other","otherUp","thumb-up"]],[["Hard to understand","hardToUnderstand","thumb-down"],["Incorrect information or sample code","incorrectInformationOrSampleCode","thumb-down"],["Missing the information/samples I need","missingTheInformationSamplesINeed","thumb-down"],["Other","otherDown","thumb-down"]],[],[],[]] </template> </div> </devsite-content> </main> <devsite-footer-promos class="devsite-footer"> </devsite-footer-promos> <devsite-footer-linkboxes class="devsite-footer"> <nav class="devsite-footer-linkboxes nocontent" aria-label="Footer links"> <ul class="devsite-footer-linkboxes-list"> <li class="devsite-footer-linkbox "> <h3 class="devsite-footer-linkbox-heading no-link">Why Google</h3> <ul class="devsite-footer-linkbox-list"> <li class="devsite-footer-linkbox-item"> <a href="/why-google-cloud/" class="devsite-footer-linkbox-link gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Footer Link (index 1)" track-name="choosing google cloud"track-metadata-child_headline="why google"track-metadata-position="footer"track-metadata-module="footer"track-type="footer link"track-metadata-eventDetail="cloud.google.com/why-google-cloud/"> Choosing Google Cloud </a> </li> <li class="devsite-footer-linkbox-item"> <a href="/trust-center/" class="devsite-footer-linkbox-link gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Footer Link (index 2)" track-metadata-module="footer"track-metadata-eventDetail="cloud.google.com/security/"track-metadata-child_headline="why google"track-metadata-position="footer"track-name="trust and security"track-type="footer link"> Trust and security </a> </li> <li class="devsite-footer-linkbox-item"> <a href="/solutions/modern-infrastructure/" class="devsite-footer-linkbox-link gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Footer Link (index 3)" track-name="modern infrastructure cloud"track-metadata-eventDetail="cloud.google.com/solutions/modern-infrastructure/"track-metadata-module="footer"track-metadata-child_headline="why google"track-type="footer link"track-metadata-position="footer"> Modern Infrastructure Cloud </a> </li> <li class="devsite-footer-linkbox-item"> <a href="/multicloud/" class="devsite-footer-linkbox-link gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Footer Link (index 4)" track-type="footer link"track-metadata-eventDetail="cloud.google.com/multicloud/"track-name="multicloud"track-metadata-module="footer"track-metadata-child_headline="why google"track-metadata-position="footer"> Multicloud </a> </li> <li class="devsite-footer-linkbox-item"> <a href="/infrastructure/" class="devsite-footer-linkbox-link gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Footer Link (index 5)" track-metadata-position="footer"track-type="footer link"track-name="global infrastructure"track-metadata-eventDetail="cloud.google.com/infrastructure/"track-metadata-child_headline="why google"track-metadata-module="footer"> Global infrastructure </a> </li> <li class="devsite-footer-linkbox-item"> <a href="/customers/" class="devsite-footer-linkbox-link gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Footer Link (index 6)" track-metadata-eventDetail="cloud.google.com/customers/"track-name="customers and case studies"track-metadata-child_headline="why google"track-metadata-position="footer"track-metadata-module="footer"track-type="footer link"> Customers and case studies </a> </li> <li class="devsite-footer-linkbox-item"> <a href="/analyst-reports/" class="devsite-footer-linkbox-link gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Footer Link (index 7)" track-name="analyst reports"track-type="footer link"track-metadata-module="footer"track-metadata-child_headline="why google"track-metadata-eventDetail="cloud.google.com/analyst-reports/"track-metadata-position="footer"> Analyst reports </a> </li> <li class="devsite-footer-linkbox-item"> <a href="/whitepapers/" class="devsite-footer-linkbox-link gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Footer Link (index 8)" track-type="footer link"track-metadata-module="footer"track-metadata-eventDetail="cloud.google.com/whitepapers/"track-metadata-position="footer"track-name="whitepapers"track-metadata-child_headline="why google"> Whitepapers </a> </li> <li class="devsite-footer-linkbox-item"> <a href="//cloud.google.com/blog/" class="devsite-footer-linkbox-link gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Footer Link (index 9)" track-metadata-child_headline="engage"track-type="footer link"track-metadata-eventDetail="cloud.google.com/blog/"track-name="blog"track-metadata-position="footer"track-metadata-module="footer"> Blog </a> </li> </ul> </li> <li class="devsite-footer-linkbox "> <h3 class="devsite-footer-linkbox-heading no-link">Products and pricing</h3> <ul class="devsite-footer-linkbox-list"> <li class="devsite-footer-linkbox-item"> <a href="/pricing/" class="devsite-footer-linkbox-link gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Footer Link (index 1)" track-metadata-eventDetail="cloud.google.com/pricing/"track-name="google cloud pricing"track-metadata-child_headline="products and pricing"track-type="footer link"track-metadata-position="footer"track-metadata-module="footer"> Google Cloud pricing </a> </li> <li class="devsite-footer-linkbox-item"> <a href="//workspace.google.com/pricing.html" class="devsite-footer-linkbox-link gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Footer Link (index 2)" target="_blank"track-metadata-position="footer"track-metadata-module="footer"track-name="google workspace pricing"track-metadata-eventDetail="workspace.google.com/pricing.html"track-metadata-child_headline="products and pricing"track-type="footer link"> Google Workspace pricing </a> </li> <li class="devsite-footer-linkbox-item"> <a href="/products/" class="devsite-footer-linkbox-link gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Footer Link (index 3)" track-metadata-module="footer"track-metadata-eventDetail="cloud.google.com/products/"track-metadata-child_headline="products and pricing"track-metadata-position="footer"track-name="see all products"track-type="footer link"> See all products </a> </li> </ul> </li> <li class="devsite-footer-linkbox "> <h3 class="devsite-footer-linkbox-heading no-link">Solutions</h3> <ul class="devsite-footer-linkbox-list"> <li class="devsite-footer-linkbox-item"> <a href="/solutions/infrastructure-modernization/" class="devsite-footer-linkbox-link gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Footer Link (index 1)" track-type="footer link"track-metadata-eventDetail="cloud.google.com/solutions/infrastructure-modernization/"track-metadata-child_headline="solutions"track-metadata-position="footer"track-metadata-module="footer"track-name="infrastructure modernization"> Infrastructure modernization </a> </li> <li class="devsite-footer-linkbox-item"> <a href="/solutions/databases/" class="devsite-footer-linkbox-link gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Footer Link (index 2)" track-metadata-position="footer"track-type="footer link"track-metadata-eventDetail="cloud.google.com/solutions/databases"track-metadata-child_headline="solutions"track-metadata-module="footer"track-name="databases"> Databases </a> </li> <li class="devsite-footer-linkbox-item"> <a href="/solutions/application-modernization/" class="devsite-footer-linkbox-link gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Footer Link (index 3)" track-metadata-position="footer"track-type="footer link"track-metadata-module="footer"track-metadata-eventDetail="cloud.google.com/solutions/application-modernization/"track-metadata-child_headline="solutions"track-name="application development"> Application modernization </a> </li> <li class="devsite-footer-linkbox-item"> <a href="/solutions/smart-analytics/" class="devsite-footer-linkbox-link gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Footer Link (index 4)" track-metadata-module="footer"track-metadata-position="footer"track-metadata-child_headline="solutions"track-name="smart analytics"track-metadata-eventDetail="cloud.google.com/solutions/smart-analytics/"track-type="footer link"> Smart analytics </a> </li> <li class="devsite-footer-linkbox-item"> <a href="/solutions/ai/" class="devsite-footer-linkbox-link gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Footer Link (index 5)" track-metadata-position="footer"track-metadata-module="footer"track-metadata-eventDetail="cloud.google.com/solutions/ai/"track-type="footer link"track-name="artificial intelligence"track-metadata-child_headline="solutions"> Artificial Intelligence </a> </li> <li class="devsite-footer-linkbox-item"> <a href="/solutions/security/" class="devsite-footer-linkbox-link gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Footer Link (index 6)" track-type="footer link"track-metadata-position="footer"track-metadata-child_headline="solutions"track-metadata-eventDetail="cloud.google.com/solutions/security/"track-metadata-module="footer"track-name="security"> Security </a> </li> <li class="devsite-footer-linkbox-item"> <a href="https://workspace.google.com/enterprise/" class="devsite-footer-linkbox-link gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Footer Link (index 7)" track-metadata-position="footer"track-name="productivity and work transformation"track-metadata-module="footer"target="_blank"track-metadata-child_headline="solutions"track-type="footer link"track-metadata-eventDetail="workspace.google.com/enterprise/"> Productivity & work transformation </a> </li> <li class="devsite-footer-linkbox-item"> <a href="/solutions/#industry-solutions" class="devsite-footer-linkbox-link gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Footer Link (index 8)" track-metadata-eventDetail="cloud.google.com/solutions/#industry-solutions"track-metadata-position="footer"track-name="industry solutions"track-metadata-child_headline="solutions"track-metadata-module="footer"track-type="footer link"> Industry solutions </a> </li> <li class="devsite-footer-linkbox-item"> <a href="/solutions/devops/" class="devsite-footer-linkbox-link gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Footer Link (index 9)" track-metadata-eventDetail="cloud.google.com/solutions/devops/"track-name="devops solutions"track-type="footer link"track-metadata-child_headline="solutions"track-metadata-position="footer"track-metadata-module="footer"> DevOps solutions </a> </li> <li class="devsite-footer-linkbox-item"> <a href="/solutions/#section-14" class="devsite-footer-linkbox-link gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Footer Link (index 10)" track-metadata-child_headline="solutions"track-type="footer link"track-metadata-module="footer"track-metadata-eventDetail="cloud.google.com/solutions/#section-14"track-name="small business solutions"track-metadata-position="footer"> Small business solutions </a> </li> <li class="devsite-footer-linkbox-item"> <a href="/solutions/" class="devsite-footer-linkbox-link gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Footer Link (index 11)" track-type="footer link"track-name="see all solutions"track-metadata-eventDetail="cloud.google.com/solutions/"track-metadata-position="footer"track-metadata-child_headline="solutions"track-metadata-module="footer"> See all solutions </a> </li> </ul> </li> <li class="devsite-footer-linkbox "> <h3 class="devsite-footer-linkbox-heading no-link">Resources</h3> <ul class="devsite-footer-linkbox-list"> <li class="devsite-footer-linkbox-item"> <a href="/affiliate-program/" class="devsite-footer-linkbox-link gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Footer Link (index 1)" track-metadata-module="footer"track-metadata-eventDetail="cloud.google.com/affiliate-program/"track-name="google cloud affiliate program"track-metadata-position="footer"track-metadata-child_headline="resources"track-type="footer link"> Google Cloud Affiliate Program </a> </li> <li class="devsite-footer-linkbox-item"> <a href="/docs/" class="devsite-footer-linkbox-link gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Footer Link (index 2)" track-metadata-child_headline="resources"track-name="google cloud documentation"track-type="footer link"track-metadata-position="footer"track-metadata-module="footer"track-metadata-eventDetail="cloud.google.com/docs/"> Google Cloud documentation </a> </li> <li class="devsite-footer-linkbox-item"> <a href="/docs/get-started/" class="devsite-footer-linkbox-link gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Footer Link (index 3)" track-metadata-child_headline="resources"track-metadata-module="footer"track-name="google cloud quickstarts"track-type="footer link"track-metadata-eventDetail="cloud.google.com/docs/get-started/"track-metadata-position="footer"> Google Cloud quickstarts </a> </li> <li class="devsite-footer-linkbox-item"> <a href="/marketplace/" class="devsite-footer-linkbox-link gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Footer Link (index 4)" track-type="footer link"track-metadata-eventDetail="cloud.google.com/marketplace/"track-metadata-child_headline="resources"track-metadata-module="footer"track-name="google cloud marketplace"track-metadata-position="footer"> Google Cloud Marketplace </a> </li> <li class="devsite-footer-linkbox-item"> <a href="/discover/" class="devsite-footer-linkbox-link gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Footer Link (index 5)" track-metadata-child_headline="resources"track-type="footer link"track-metadata-position="footer"track-name="learn about cloud computing"track-metadata-module="footer"track-metadata-eventDetail="learn/"> Learn about cloud computing </a> </li> <li class="devsite-footer-linkbox-item"> <a href="/support-hub/" class="devsite-footer-linkbox-link gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Footer Link (index 6)" track-name="support"track-metadata-module="footer"track-metadata-position="footer"track-metadata-child_headline="resources"track-type="footer link"track-metadata-eventDetail="cloud.google.com/support-hub/"> Support </a> </li> <li class="devsite-footer-linkbox-item"> <a href="/docs/samples" class="devsite-footer-linkbox-link gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Footer Link (index 7)" track-metadata-eventDetail="cloud.google.com/docs/samples"track-metadata-child_headline="resources"track-name="code samples"track-metadata-module="footer"track-metadata-position="footer"track-type="footer link"> Code samples </a> </li> <li class="devsite-footer-linkbox-item"> <a href="/architecture/" class="devsite-footer-linkbox-link gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Footer Link (index 8)" track-name="cloud architecture center"track-metadata-position="footer"track-metadata-child_headline="resources"track-metadata-module="footer"track-type="footer link"track-metadata-eventDetail="cloud.google.com/architecture/"> Cloud Architecture Center </a> </li> <li class="devsite-footer-linkbox-item"> <a href="/learn/training/" class="devsite-footer-linkbox-link gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Footer Link (index 9)" track-type="footer link"track-name="training"track-metadata-module="footer"track-metadata-child_headline="resources"track-metadata-eventDetail="cloud.google.com/training/"track-metadata-position="footer"> Training </a> </li> <li class="devsite-footer-linkbox-item"> <a href="/learn/certification/" class="devsite-footer-linkbox-link gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Footer Link (index 10)" track-metadata-eventDetail="cloud.google.com/certification"track-type="footer link"track-metadata-position="footer"track-metadata-child_headline="resources"track-name="certifications"track-metadata-module="footer"> Certifications </a> </li> <li class="devsite-footer-linkbox-item"> <a href="//developers.google.com" class="devsite-footer-linkbox-link gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Footer Link (index 11)" track-metadata-eventDetail="developers.google.com"target="_blank"track-metadata-module="footer"track-metadata-position="footer"track-name="google developers"track-type="footer link"track-metadata-child_headline="resources"> Google for Developers </a> </li> <li class="devsite-footer-linkbox-item"> <a href="/startup/" class="devsite-footer-linkbox-link gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Footer Link (index 12)" track-name="google cloud for startups"track-metadata-eventDetail="cloud.google.com/startup/"track-type="footer link"track-metadata-module="footer"track-metadata-child_headline="resources"track-metadata-position="footer"> Google Cloud for Startups </a> </li> <li class="devsite-footer-linkbox-item"> <a href="//status.cloud.google.com" class="devsite-footer-linkbox-link gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Footer Link (index 13)" track-name="system status"track-metadata-child_headline="resources"track-metadata-position="footer"track-metadata-module="footer"target="_blank"track-metadata-eventDetail="status.cloud.google.com"track-type="footer link"> System status </a> </li> <li class="devsite-footer-linkbox-item"> <a href="/release-notes" class="devsite-footer-linkbox-link gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Footer Link (index 14)" track-metadata-module="footer"track-metadata-child_headline="resources"track-type="footer link"track-metadata-eventDetail="cloud.google.com/release-notes/"track-metadata-position="footer"track-name="release notes"> Release Notes </a> </li> </ul> </li> <li class="devsite-footer-linkbox "> <h3 class="devsite-footer-linkbox-heading no-link">Engage</h3> <ul class="devsite-footer-linkbox-list"> <li class="devsite-footer-linkbox-item"> <a href="/contact/" class="devsite-footer-linkbox-link gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Footer Link (index 1)" track-metadata-module="footer"track-metadata-position="footer"track-type="footer link"track-metadata-eventDetail="cloud.google.com/contact/"track-metadata-child_headline="engage"track-name="contact sales"> Contact sales </a> </li> <li class="devsite-footer-linkbox-item"> <a href="//cloud.google.com/find-a-partner" class="devsite-footer-linkbox-link gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Footer Link (index 2)" track-metadata-position="footer"track-metadata-child_headline="engage"track-name="find a partner"track-metadata-eventDetail="cloud.google.com/find-a-partner"track-type="footer link"target="_blank"track-metadata-module="footer"> Find a Partner </a> </li> <li class="devsite-footer-linkbox-item"> <a href="/partners/become-a-partner/" class="devsite-footer-linkbox-link gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Footer Link (index 3)" track-metadata-eventDetail="cloud.google.com/partners/become-a-partner/"track-metadata-module="footer"track-metadata-position="footer"track-name="become a partner"track-metadata-child_headline="engage"track-type="footer link"> Become a Partner </a> </li> <li class="devsite-footer-linkbox-item"> <a href="/events/" class="devsite-footer-linkbox-link gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Footer Link (index 4)" track-metadata-module="footer"track-metadata-child_headline="engage"track-name="events"track-type="footer link"track-metadata-eventDetail="cloud.withgoogle.com/events"track-metadata-position="footer"> Events </a> </li> <li class="devsite-footer-linkbox-item"> <a href="/podcasts/" class="devsite-footer-linkbox-link gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Footer Link (index 5)" track-metadata-child_headline="engage"track-metadata-position="footer"target="_blank"rel="noopener"track-type="footer link"track-metadata-module="footer"track-metadata-eventDetail="cloud.google.com/podcasts/"track-name="podcasts"> Podcasts </a> </li> <li class="devsite-footer-linkbox-item"> <a href="/developers/" class="devsite-footer-linkbox-link gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Footer Link (index 6)" track-type="footer link"track-metadata-module="footer"track-name="developer center"track-metadata-position="footer"track-metadata-eventDetail="cloud.google.com/developers/"track-metadata-child_headline="engage"> Developer Center </a> </li> <li class="devsite-footer-linkbox-item"> <a href="https://www.googlecloudpresscorner.com/" class="devsite-footer-linkbox-link gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Footer Link (index 7)" track-metadata-module="footer"target="_blank"rel="noopener"track-metadata-eventDetail="www.googlecloudpresscorner.com"track-metadata-child_headline="engage"track-metadata-position="footer"track-type="footer link"track-name="press corner"> Press Corner </a> </li> <li class="devsite-footer-linkbox-item"> <a href="//www.youtube.com/googlecloud" class="devsite-footer-linkbox-link gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Footer Link (index 8)" track-metadata-position="footer"target="_blank"track-metadata-child_headline="engage"track-name="google cloud on youtube"track-metadata-eventDetail="www.youtube.com/googlecloud"track-type="footer link"track-metadata-module="footer"rel="noopener"> Google Cloud on YouTube </a> </li> <li class="devsite-footer-linkbox-item"> <a href="//www.youtube.com/googlecloudplatform" class="devsite-footer-linkbox-link gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Footer Link (index 9)" track-metadata-module="footer"track-name="google cloud tech on youtube"track-metadata-child_headline="engage"track-metadata-position="footer"track-metadata-eventDetail="www.youtube.com/googlecloudplatform"rel="noopener"track-type="footer link"target="_blank"> Google Cloud Tech on YouTube </a> </li> <li class="devsite-footer-linkbox-item"> <a href="//x.com/googlecloud" class="devsite-footer-linkbox-link gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Footer Link (index 10)" track-metadata-child_headline="engage"track-name="follow on x"track-metadata-position="footer"track-metadata-module="footer"track-metadata-eventDetail="x.com/googlecloud"track-type="footer link"rel="noopener"target="_blank"> Follow on X </a> </li> <li class="devsite-footer-linkbox-item"> <a href="//userresearch.google.com/?reserved=1&utm_source=website&Q_Language=en&utm_medium=own_srch&utm_campaign=CloudWebFooter&utm_term=0&utm_content=0&productTag=clou&campaignDate=jul19&pType=devel&referral_code=jk212693" class="devsite-footer-linkbox-link gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Footer Link (index 11)" track-metadata-child_headline="engage"track-type="footer link"track-metadata-position="footer"track-name="join user research"track-metadata-module="footer"track-metadata-eventDetail="userresearch.google.com/?reserved=1&utm_source=website&Q_Language=en&utm_medium=own_srch&utm_campaign=CloudWebFooter&utm_term=0&utm_content=0&productTag=clou&campaignDate=jul19&pType=devel&referral_code=jk212693"target="_blank"> Join User Research </a> </li> <li class="devsite-footer-linkbox-item"> <a href="//careers.google.com/cloud" class="devsite-footer-linkbox-link gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Footer Link (index 12)" track-type="footer link"track-name="we are hiring join google cloud"target="_blank"track-metadata-position="footer"track-metadata-eventDetail="careers.google.com/cloud"track-metadata-child_headline="engage"track-metadata-module="footer"> We're hiring. Join Google Cloud! </a> </li> <li class="devsite-footer-linkbox-item"> <a href="https://www.googlecloudcommunity.com/" class="devsite-footer-linkbox-link gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Footer Link (index 13)" target="_blank"track-metadata-eventDetail="www.googlecloudcommunity.com"track-metadata-position="footer"track-type="footer link"track-name="google cloud community"track-metadata-child_headline="engage"rel="noopener"track-metadata-module="footer"> Google Cloud Community </a> </li> </ul> </li> </ul> </nav> </devsite-footer-linkboxes> <devsite-footer-utility class="devsite-footer"> <div class="devsite-footer-utility nocontent"> <nav class="devsite-footer-utility-links" aria-label="Utility links"> <ul class="devsite-footer-utility-list"> <li class="devsite-footer-utility-item "> <a class="devsite-footer-utility-link gc-analytics-event" href="//about.google/" data-category="Site-Wide Custom Events" data-label="Footer About Google link" track-metadata-eventDetail="//about.google/" track-metadata-position="footer" track-type="footer link" track-name="about google" target="_blank" track-metadata-module="utility footer" > About Google </a> </li> <li class="devsite-footer-utility-item devsite-footer-privacy-link"> <a class="devsite-footer-utility-link gc-analytics-event" href="//policies.google.com/privacy" data-category="Site-Wide Custom Events" data-label="Footer Privacy link" track-name="privacy" track-metadata-eventDetail="//policies.google.com/privacy" track-metadata-position="footer" track-type="footer link" target="_blank" track-metadata-module="utility footer" > Privacy </a> </li> <li class="devsite-footer-utility-item "> <a class="devsite-footer-utility-link gc-analytics-event" href="//www.google.com/intl/en/policies/terms/regional.html" data-category="Site-Wide Custom Events" data-label="Footer Site terms link" track-metadata-eventDetail="//www.google.com/intl/en/policies/terms/regional.html" track-metadata-position="footer" target="_blank" track-name="site terms" track-metadata-module="utility footer" track-type="footer link" > Site terms </a> </li> <li class="devsite-footer-utility-item "> <a class="devsite-footer-utility-link gc-analytics-event" href="/product-terms/" data-category="Site-Wide Custom Events" data-label="Footer Google Cloud terms link" track-metadata-position="footer" track-type="footer link" track-metadata-eventDetail="/product-terms/" track-metadata-module="utility footer" track-name="google cloud terms" > Google Cloud terms </a> </li> <li class="devsite-footer-utility-item glue-cookie-notification-bar-control"> <a class="devsite-footer-utility-link gc-analytics-event" href="#" data-category="Site-Wide Custom Events" data-label="Footer Manage cookies link" track-type="footer link" track-metadata-module="utility footer" aria-hidden="true" track-name="Manage cookies" track-metadata-eventDetail="#" track-metadata-position="footer" > Manage cookies </a> </li> <li class="devsite-footer-utility-item devsite-footer-carbon-button"> <a class="devsite-footer-utility-link gc-analytics-event" href="/sustainability" data-category="Site-Wide Custom Events" data-label="Footer Our third decade of climate action: join us link" track-name="Our third decade of climate action: join us" track-metadata-module="utility footer" track-metadata-eventDetail="/sustainability/" track-metadata-position="footer" track-type="footer link" > Our third decade of climate action: join us </a> </li> <li class="devsite-footer-utility-item devsite-footer-utility-button"> <span class="devsite-footer-utility-description">Sign up for the Google Cloud newsletter</span> <a class="devsite-footer-utility-link gc-analytics-event" href="/newsletter/" data-category="Site-Wide Custom Events" data-label="Footer Subscribe link" track-metadata-eventDetail="/newsletter/" track-type="footer link" track-metadata-position="footer" track-metadata-module="utility footer" track-name="subscribe" > Subscribe </a> </li> </ul> <devsite-language-selector> <ul role="presentation"> <li role="presentation"> <a role="menuitem" lang="en" >English</a> </li> <li role="presentation"> <a role="menuitem" lang="de" >Deutsch</a> </li> <li role="presentation"> <a role="menuitem" lang="es" >Español</a> </li> <li role="presentation"> <a role="menuitem" lang="es_419" >Español – América Latina</a> </li> <li role="presentation"> <a role="menuitem" lang="fr" >Français</a> </li> <li role="presentation"> <a role="menuitem" lang="id" >Indonesia</a> </li> <li role="presentation"> <a role="menuitem" lang="it" >Italiano</a> </li> <li role="presentation"> <a role="menuitem" lang="pt_br" >Português – Brasil</a> </li> <li role="presentation"> <a role="menuitem" lang="zh_cn" >中文 – 简体</a> </li> <li role="presentation"> <a role="menuitem" lang="zh_tw" >中文 – 繁體</a> </li> <li role="presentation"> <a role="menuitem" lang="ja" >日本語</a> </li> <li role="presentation"> <a role="menuitem" lang="ko" >한국어</a> </li> </ul> </devsite-language-selector> </nav> </div> </devsite-footer-utility> <devsite-panel></devsite-panel> </section></section> <devsite-sitemask></devsite-sitemask> <devsite-snackbar></devsite-snackbar> <devsite-tooltip ></devsite-tooltip> <devsite-heading-link></devsite-heading-link> <devsite-analytics> <script type="application/json" analytics>[]</script> <script type="application/json" tag-management>{"at": "True", "ga4": [], "ga4p": [], "gtm": [{"id": "GTM-5CVQBG", "purpose": 1}], "parameters": {"internalUser": "False", "language": {"machineTranslated": "False", "requested": "en", "served": "en"}, "pageType": "pricing", "projectName": "Google Cloud Observability", "signedIn": "False", "tenant": "cloud", "recommendations": {"sourcePage": "", "sourceType": 0, "sourceRank": 0, "sourceIdenticalDescriptions": 0, "sourceTitleWords": 0, "sourceDescriptionWords": 0, "experiment": ""}, "experiment": {"ids": ""}}}</script> </devsite-analytics> <devsite-badger></devsite-badger> <cloudx-user></cloudx-user> <cloudx-free-trial-eligible-store freeTrialEligible='true'></cloudx-free-trial-eligible-store> <cloudx-pricing-socket></cloudx-pricing-socket> <cloudx-experiments type="TestAACodivertedExperiment" path="/virtual/TestAACodivertedExperiment/configureExperiment" location="SG" variant="variant2" ></cloudx-experiments> <cloudx-experiment-ids userCountry="SG" devsiteExperimentIdList="[39300012, 39300023, 39300118, 39300196, 39300241, 39300317, 39300320, 39300324, 39300345, 39300354, 39300364, 39300373, 39300412, 39300422, 39300436, 39300473, 39300487, 39300496, 39300498]"> </cloudx-experiment-ids> <script nonce="4IQJxTyjrYNwLBtbAkwGbVxVnBI8uA"> (function(d,e,v,s,i,t,E){d['GoogleDevelopersObject']=i; t=e.createElement(v);t.async=1;t.src=s;E=e.getElementsByTagName(v)[0]; E.parentNode.insertBefore(t,E);})(window, document, 'script', 'https://www.gstatic.com/devrel-devsite/prod/v870e399c64f7c43c99a3043db4b3a74327bb93d0914e84a0c3dba90bbfd67625/cloud/js/app_loader.js', '[2,"en",null,"/js/devsite_app_module.js","https://www.gstatic.com/devrel-devsite/prod/v870e399c64f7c43c99a3043db4b3a74327bb93d0914e84a0c3dba90bbfd67625","https://www.gstatic.com/devrel-devsite/prod/v870e399c64f7c43c99a3043db4b3a74327bb93d0914e84a0c3dba90bbfd67625/cloud","https://cloud-dot-devsite-v2-prod.appspot.com",null,null,["/_pwa/cloud/manifest.json","https://www.gstatic.com/devrel-devsite/prod/v870e399c64f7c43c99a3043db4b3a74327bb93d0914e84a0c3dba90bbfd67625/images/video-placeholder.svg","https://www.gstatic.com/devrel-devsite/prod/v870e399c64f7c43c99a3043db4b3a74327bb93d0914e84a0c3dba90bbfd67625/cloud/images/favicons/onecloud/favicon.ico","https://www.gstatic.com/devrel-devsite/prod/v870e399c64f7c43c99a3043db4b3a74327bb93d0914e84a0c3dba90bbfd67625/cloud/images/cloud-logo.svg","https://fonts.googleapis.com/css?family=Google+Sans:400,500,700|Google+Sans+Text:400,400italic,500,500italic,700,700italic|Roboto:400,400italic,500,500italic,700,700italic|Roboto+Mono:400,500,700&display=swap"],1,null,[1,6,8,12,14,17,21,25,50,52,63,70,75,76,80,87,91,92,93,97,98,100,101,102,103,104,105,107,108,109,110,112,113,116,117,118,120,122,124,125,126,127,129,130,131,132,133,134,135,136,138,140,141,147,148,149,151,152,156,157,158,159,161,163,164,168,169,170,179,180,182,183,186,191,193,196],"AIzaSyAP-jjEJBzmIyKR4F-3XITp8yM9T1gEEI8","AIzaSyB6xiKGDR5O3Ak2okS4rLkauxGUG7XP0hg","cloud.google.com","AIzaSyAQk0fBONSGUqCNznf6Krs82Ap1-NV6J4o","AIzaSyCCxcqdrZ_7QMeLCRY20bh_SXdAYqy70KY",null,null,null,["Search__enable_ai_search_summaries","EngEduTelemetry__enable_engedu_telemetry","Search__enable_ai_eligibility_checks","DevPro__enable_cloud_innovators_plus","Concierge__enable_concierge_restricted","MiscFeatureFlags__enable_firebase_utm","Cloud__enable_cloudx_ping","Search__scope_to_project_tenant","MiscFeatureFlags__emergency_css","MiscFeatureFlags__enable_view_transitions","CloudShell__cloud_code_overflow_menu","MiscFeatureFlags__enable_project_variables","BookNav__enable_tenant_cache_key","Cloud__enable_free_trial_server_call","Cloud__enable_cloud_dlp_service","MiscFeatureFlags__enable_variable_operator","Profiles__enable_profile_collections","Search__enable_dynamic_content_confidential_banner","MiscFeatureFlags__developers_footer_image","Profiles__enable_public_developer_profiles","Profiles__enable_completecodelab_endpoint","Cloud__enable_llm_concierge_chat","Profiles__enable_release_notes_notifications","TpcFeatures__enable_mirror_tenant_redirects","Cloud__enable_cloud_shell_fte_user_flow","Analytics__enable_clearcut_logging","Profiles__enable_dashboard_curated_recommendations","Search__enable_page_map","Search__enable_suggestions_from_borg","Search__enable_ai_search_summaries_restricted","Concierge__enable_pushui","DevPro__enable_developer_subscriptions","MiscFeatureFlags__developers_footer_dark_image","Experiments__reqs_query_experiments","Cloud__enable_legacy_calculator_redirect","TpcFeatures__enable_required_headers","CloudShell__cloud_shell_button","MiscFeatureFlags__enable_explain_this_code","Cloud__enable_cloudx_experiment_ids","Profiles__enable_complete_playlist_endpoint","Profiles__enable_page_saving","Profiles__enable_developer_profiles_callout","Profiles__enable_recognition_badges","Profiles__require_profile_eligibility_for_signin","Cloud__enable_cloud_facet_chat","Profiles__enable_awarding_url","Cloud__enable_cloud_shell"],null,null,"AIzaSyBLEMok-5suZ67qRPzx0qUtbnLmyT_kCVE","https://developerscontentserving-pa.clients6.google.com","AIzaSyCM4QpTRSqP5qI4Dvjt4OAScIN8sOUlO-k","https://developerscontentsearch-pa.clients6.google.com",1,4,1,"https://developerprofiles-pa.clients6.google.com",[2,"cloud","Google Cloud","cloud.google.com",null,"cloud-dot-devsite-v2-prod.appspot.com",null,null,[1,1,null,null,null,null,null,null,null,null,null,[1],null,null,null,null,null,1,[1],[null,null,null,[1,20],"/terms/recommendations"],[1],null,[1],[1,null,1],[1,1,null,null,1,null,["/vertex-ai/"]]],null,[22,null,null,null,null,null,"/images/cloud-logo.svg","/images/favicons/onecloud/apple-icon.png",null,null,null,null,1,1,1,[6,5],[],null,null,[[],[],[],[],[],[],[],[]],null,1,null,null,null,null,[]],[],null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,[6,1,14,15,22,23,29,37],null,[[null,null,null,null,null,null,[1,[["docType","Choose a content type",[["ApiReference",null,null,null,null,null,null,null,null,"API reference"],["Sample",null,null,null,null,null,null,null,null,"Code sample"],["ReferenceArchitecture",null,null,null,null,null,null,null,null,"Reference architecture"],["Tutorial",null,null,null,null,null,null,null,null,"Tutorial"]]],["category","Choose a topic",[["AiAndMachineLearning",null,null,null,null,null,null,null,null,"Artificial intelligence and machine learning (AI/ML)"],["ApplicationDevelopment",null,null,null,null,null,null,null,null,"Application development"],["BigDataAndAnalytics",null,null,null,null,null,null,null,null,"Big data and analytics"],["Compute",null,null,null,null,null,null,null,null,"Compute"],["Containers",null,null,null,null,null,null,null,null,"Containers"],["Databases",null,null,null,null,null,null,null,null,"Databases"],["HybridCloud",null,null,null,null,null,null,null,null,"Hybrid and multicloud"],["LoggingAndMonitoring",null,null,null,null,null,null,null,null,"Logging and monitoring"],["Migrations",null,null,null,null,null,null,null,null,"Migrations"],["Networking",null,null,null,null,null,null,null,null,"Networking"],["SecurityAndCompliance",null,null,null,null,null,null,null,null,"Security and compliance"],["Serverless",null,null,null,null,null,null,null,null,"Serverless"],["Storage",null,null,null,null,null,null,null,null,"Storage"]]]]]],[1],null,1],[[null,null,null,null,null,["GTM-5CVQBG"],null,null,null,null,null,[["GTM-5CVQBG",2]],1],null,null,null,null,null,1],"mwETRvWii0eU5NUYprb0Y9z5GVbc",4,null,null,null,null,null,null,null,null,null,null,null,null,null,"cloud.devsite.google"],null,"pk_live_5170syrHvgGVmSx9sBrnWtA5luvk9BwnVcvIi7HizpwauFG96WedXsuXh790rtij9AmGllqPtMLfhe2RSwD6Pn38V00uBCydV4m"]') </script> <devsite-a11y-announce></devsite-a11y-announce> </body> </html>

CINXE.COM

Pricing | Google Cloud Observability