Multi-regional deployment on Compute Engine | Cloud Architecture Center

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Events" data-label="Tab: Products" track-name="products" 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 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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 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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> 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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 devsite-nav-has-children devsite-nav-active" data-category="Site-Wide Custom Events" data-label="Tab: Docs" track-name="architecture" 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> <span class="devsite-nav-icon material-icons" data-icon="forward" > </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-eventDetail="nav" track-metadata-position="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" track-metadata-position="nav" data-overflow-container="left" data-overflow="devsite-tabs-wrapper" track-name="sales" track-metadata-eventDetail="nav" data-overflow-wrapper="tab" 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-type="freeTrial" data-overflow="devsite-top-logo-row" track-name="gcpCta" 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-container="right" track-metadata-position="nav" referrerpolicy="no-referrer-when-downgrade" track-metadata-eventDetail="nav" 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="_book"> <li class="devsite-nav-item"><a href="/architecture" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture" ><span class="devsite-nav-text" tooltip>< Architecture Center home</span></a></li> <li class="devsite-nav-item"><a href="/architecture/release-notes" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/release-notes" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/release-notes" ><span class="devsite-nav-text" tooltip>What's new</span></a></li> <li class="devsite-nav-item devsite-nav-expandable devsite-nav-accordion"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> <span class="devsite-nav-text" tooltip>Fundamentals</span> </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/architecture/fundamentals" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/fundamentals" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/fundamentals" ><span class="devsite-nav-text" tooltip>Content overview</span></a></li><li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> <span class="devsite-nav-text" tooltip>Architecture Framework</span> </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/architecture/framework" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/framework" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/framework" ><span class="devsite-nav-text" tooltip>Overview</span></a></li><li class="devsite-nav-item"><a href="/architecture/framework/whats-new" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/framework/whats-new" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/framework/whats-new" ><span class="devsite-nav-text" tooltip>What's new</span></a></li><li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> <span class="devsite-nav-text" tooltip>Operational excellence</span> </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/architecture/framework/operational-excellence" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/framework/operational-excellence" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/framework/operational-excellence" ><span class="devsite-nav-text" tooltip>Overview</span></a></li><li class="devsite-nav-item"><a href="/architecture/framework/operational-excellence/operational-readiness-and-performance-using-cloudops" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/framework/operational-excellence/operational-readiness-and-performance-using-cloudops" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/framework/operational-excellence/operational-readiness-and-performance-using-cloudops" ><span class="devsite-nav-text" tooltip>Ensure operational readiness and performance using CloudOps</span></a></li><li class="devsite-nav-item"><a href="/architecture/framework/operational-excellence/manage-incidents-and-problems" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/framework/operational-excellence/manage-incidents-and-problems" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/framework/operational-excellence/manage-incidents-and-problems" ><span class="devsite-nav-text" tooltip>Manage incidents and problems</span></a></li><li class="devsite-nav-item"><a href="/architecture/framework/operational-excellence/manage-and-optimize-cloud-resources" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/framework/operational-excellence/manage-and-optimize-cloud-resources" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/framework/operational-excellence/manage-and-optimize-cloud-resources" ><span class="devsite-nav-text" tooltip>Manage and optimize cloud resources</span></a></li><li class="devsite-nav-item"><a href="/architecture/framework/operational-excellence/automate-and-manage-change" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/framework/operational-excellence/automate-and-manage-change" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/framework/operational-excellence/automate-and-manage-change" ><span class="devsite-nav-text" tooltip>Automate and manage change</span></a></li><li class="devsite-nav-item"><a href="/architecture/framework/operational-excellence/continuously-improve-and-innovate" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/framework/operational-excellence/continuously-improve-and-innovate" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/framework/operational-excellence/continuously-improve-and-innovate" ><span class="devsite-nav-text" tooltip>Continuously improve and innovate</span></a></li></ul></div></li><li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> <span class="devsite-nav-text" tooltip>Security, privacy, and compliance</span> </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/architecture/framework/security" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/framework/security" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/framework/security" ><span class="devsite-nav-text" tooltip>Overview</span></a></li><li class="devsite-nav-item"><a href="/architecture/framework/security/shared-responsibility-shared-fate" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/framework/security/shared-responsibility-shared-fate" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/framework/security/shared-responsibility-shared-fate" ><span class="devsite-nav-text" tooltip>Shared responsibility and shared fate</span></a></li><li class="devsite-nav-item"><a href="/architecture/framework/security/security-principles" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/framework/security/security-principles" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/framework/security/security-principles" ><span class="devsite-nav-text" tooltip>Security principles</span></a></li><li class="devsite-nav-item"><a href="/architecture/framework/security/risk-management" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/framework/security/risk-management" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/framework/security/risk-management" ><span class="devsite-nav-text" tooltip>Manage risks with controls</span></a></li><li class="devsite-nav-item"><a href="/architecture/framework/security/asset-management" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/framework/security/asset-management" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/framework/security/asset-management" ><span class="devsite-nav-text" tooltip>Manage your assets</span></a></li><li class="devsite-nav-item"><a href="/architecture/framework/security/identity-access" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/framework/security/identity-access" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/framework/security/identity-access" ><span class="devsite-nav-text" tooltip>Manage identity and access</span></a></li><li class="devsite-nav-item"><a href="/architecture/framework/security/compute-container-security" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/framework/security/compute-container-security" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/framework/security/compute-container-security" ><span class="devsite-nav-text" tooltip>Implement compute and container security</span></a></li><li class="devsite-nav-item"><a href="/architecture/framework/security/network-security" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/framework/security/network-security" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/framework/security/network-security" ><span class="devsite-nav-text" tooltip>Secure your network</span></a></li><li class="devsite-nav-item"><a href="/architecture/framework/security/data-security" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/framework/security/data-security" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/framework/security/data-security" ><span class="devsite-nav-text" tooltip>Implement data security</span></a></li><li class="devsite-nav-item"><a href="/architecture/framework/security/app-security" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/framework/security/app-security" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/framework/security/app-security" ><span class="devsite-nav-text" tooltip>Deploy applications securely</span></a></li><li class="devsite-nav-item"><a href="/architecture/framework/security/compliance" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/framework/security/compliance" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/framework/security/compliance" ><span class="devsite-nav-text" tooltip>Manage compliance obligations</span></a></li><li class="devsite-nav-item"><a href="/architecture/framework/security/data-residency-sovereignty" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/framework/security/data-residency-sovereignty" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/framework/security/data-residency-sovereignty" ><span class="devsite-nav-text" tooltip>Implement data residency and sovereignty</span></a></li><li class="devsite-nav-item"><a href="/architecture/framework/security/privacy" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/framework/security/privacy" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/framework/security/privacy" ><span class="devsite-nav-text" tooltip>Implement privacy requirements</span></a></li><li class="devsite-nav-item"><a href="/architecture/framework/security/logging-detection" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/framework/security/logging-detection" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/framework/security/logging-detection" ><span class="devsite-nav-text" tooltip>Implement logging and detective controls</span></a></li></ul></div></li><li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> <span class="devsite-nav-text" tooltip>Reliability</span> </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/architecture/framework/reliability" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/framework/reliability" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/framework/reliability" ><span class="devsite-nav-text" tooltip>Overview</span></a></li><li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> <span class="devsite-nav-text" tooltip>Service level objectives (SLOs)</span> </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/architecture/framework/reliability/slo-components" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/framework/reliability/slo-components" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/framework/reliability/slo-components" ><span class="devsite-nav-text" tooltip>Components of SLOs</span></a></li><li class="devsite-nav-item"><a href="/architecture/framework/reliability/choose-slos" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/framework/reliability/choose-slos" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/framework/reliability/choose-slos" ><span class="devsite-nav-text" tooltip>Choose your SLOs</span></a></li><li class="devsite-nav-item"><a href="/architecture/framework/reliability/choose-slis" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/framework/reliability/choose-slis" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/framework/reliability/choose-slis" ><span class="devsite-nav-text" tooltip>Choose your SLIs</span></a></li><li class="devsite-nav-item"><a href="/architecture/framework/reliability/measure-slos" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/framework/reliability/measure-slos" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/framework/reliability/measure-slos" ><span class="devsite-nav-text" tooltip>Measure your SLOs</span></a></li><li class="devsite-nav-item"><a href="/architecture/framework/reliability/slo-and-alerts" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/framework/reliability/slo-and-alerts" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/framework/reliability/slo-and-alerts" ><span class="devsite-nav-text" tooltip>SLO and alerts</span></a></li></ul></div></li><li class="devsite-nav-item"><a href="/architecture/framework/reliability/observability-infrastructure-applications" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/framework/reliability/observability-infrastructure-applications" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/framework/reliability/observability-infrastructure-applications" ><span class="devsite-nav-text" tooltip>Observable infrastructure and apps</span></a></li><li class="devsite-nav-item"><a href="/architecture/framework/reliability/design-scale-high-availability" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/framework/reliability/design-scale-high-availability" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/framework/reliability/design-scale-high-availability" ><span class="devsite-nav-text" tooltip>Design for scale and HA</span></a></li><li class="devsite-nav-item"><a href="/architecture/framework/reliability/create-operational-processes-tools" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/framework/reliability/create-operational-processes-tools" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/framework/reliability/create-operational-processes-tools" ><span class="devsite-nav-text" tooltip>Operational processes and tools</span></a></li><li class="devsite-nav-item"><a href="/architecture/framework/reliability/build-efficient-alerts" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/framework/reliability/build-efficient-alerts" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/framework/reliability/build-efficient-alerts" ><span class="devsite-nav-text" tooltip>Build efficient alerts</span></a></li><li class="devsite-nav-item"><a href="/architecture/framework/reliability/build-incident-management-process" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/framework/reliability/build-incident-management-process" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/framework/reliability/build-incident-management-process" ><span class="devsite-nav-text" tooltip>Incident management process</span></a></li><li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> <span class="devsite-nav-text" tooltip>Product guides</span> </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/architecture/framework/reliability/product-guides" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/framework/reliability/product-guides" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/framework/reliability/product-guides" ><span class="devsite-nav-text" tooltip>Overview</span></a></li><li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> <span class="devsite-nav-text" tooltip>Compute</span> </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/architecture/framework/reliability/product-guides/compute" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/framework/reliability/product-guides/compute" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/framework/reliability/product-guides/compute" ><span class="devsite-nav-text" tooltip>Compute Engine</span></a></li><li class="devsite-nav-item"><a href="/architecture/framework/reliability/product-guides/run" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/framework/reliability/product-guides/run" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/framework/reliability/product-guides/run" ><span class="devsite-nav-text" tooltip>Cloud Run</span></a></li><li class="devsite-nav-item"><a href="/architecture/framework/reliability/product-guides/functions" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/framework/reliability/product-guides/functions" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/framework/reliability/product-guides/functions" ><span class="devsite-nav-text" tooltip>Cloud Functions</span></a></li><li class="devsite-nav-item"><a href="/architecture/framework/reliability/product-guides/kubernetes-engine" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/framework/reliability/product-guides/kubernetes-engine" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/framework/reliability/product-guides/kubernetes-engine" ><span class="devsite-nav-text" tooltip>Google Kubernetes Engine</span></a></li></ul></div></li><li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> <span class="devsite-nav-text" tooltip>Storage and Databases</span> </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/architecture/framework/reliability/product-guides/storage" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/framework/reliability/product-guides/storage" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/framework/reliability/product-guides/storage" ><span class="devsite-nav-text" tooltip>Cloud Storage</span></a></li><li class="devsite-nav-item"><a href="/architecture/framework/reliability/product-guides/firestore" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/framework/reliability/product-guides/firestore" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/framework/reliability/product-guides/firestore" ><span class="devsite-nav-text" tooltip>Firestore</span></a></li><li class="devsite-nav-item"><a href="/architecture/framework/reliability/product-guides/bigtable" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/framework/reliability/product-guides/bigtable" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/framework/reliability/product-guides/bigtable" ><span class="devsite-nav-text" tooltip>Cloud Bigtable</span></a></li><li class="devsite-nav-item"><a href="/architecture/framework/reliability/product-guides/sql" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/framework/reliability/product-guides/sql" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/framework/reliability/product-guides/sql" ><span class="devsite-nav-text" tooltip>Cloud SQL</span></a></li><li class="devsite-nav-item"><a href="/architecture/framework/reliability/product-guides/spanner" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/framework/reliability/product-guides/spanner" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/framework/reliability/product-guides/spanner" ><span class="devsite-nav-text" tooltip>Cloud Spanner</span></a></li><li class="devsite-nav-item"><a href="/architecture/framework/reliability/product-guides/filestore" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/framework/reliability/product-guides/filestore" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/framework/reliability/product-guides/filestore" ><span class="devsite-nav-text" tooltip>Filestore</span></a></li><li class="devsite-nav-item"><a href="/architecture/framework/reliability/product-guides/memorystore" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/framework/reliability/product-guides/memorystore" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/framework/reliability/product-guides/memorystore" ><span class="devsite-nav-text" tooltip>Memorystore</span></a></li></ul></div></li><li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> <span class="devsite-nav-text" tooltip>Networking</span> </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/architecture/framework/reliability/product-guides/dns" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/framework/reliability/product-guides/dns" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/framework/reliability/product-guides/dns" ><span class="devsite-nav-text" tooltip>Cloud DNS</span></a></li><li class="devsite-nav-item"><a href="/architecture/framework/reliability/product-guides/load-balancing" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/framework/reliability/product-guides/load-balancing" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/framework/reliability/product-guides/load-balancing" ><span class="devsite-nav-text" tooltip>Cloud Load Balancing</span></a></li><li class="devsite-nav-item"><a href="/architecture/framework/reliability/product-guides/cdn" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/framework/reliability/product-guides/cdn" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/framework/reliability/product-guides/cdn" ><span class="devsite-nav-text" tooltip>Cloud CDN</span></a></li></ul></div></li><li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> <span class="devsite-nav-text" tooltip>Data Analytics</span> </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/architecture/framework/reliability/product-guides/bigquery" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/framework/reliability/product-guides/bigquery" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/framework/reliability/product-guides/bigquery" ><span class="devsite-nav-text" tooltip>BigQuery</span></a></li><li class="devsite-nav-item"><a href="/architecture/framework/reliability/product-guides/dataflow" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/framework/reliability/product-guides/dataflow" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/framework/reliability/product-guides/dataflow" ><span class="devsite-nav-text" tooltip>Dataflow</span></a></li><li class="devsite-nav-item"><a href="/architecture/framework/reliability/product-guides/dataproc" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/framework/reliability/product-guides/dataproc" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/framework/reliability/product-guides/dataproc" ><span class="devsite-nav-text" tooltip>Dataproc</span></a></li></ul></div></li></ul></div></li></ul></div></li><li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> <span class="devsite-nav-text" tooltip>Cost optimization</span> </div><ul class="devsite-nav-section"><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="Book nav link, pathname: /architecture/framework/cost-optimization" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/framework/cost-optimization" ><span class="devsite-nav-text" tooltip>Overview</span></a></li><li class="devsite-nav-item"><a href="/architecture/framework/cost-optimization/align-cloud-spending-business-value" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/framework/cost-optimization/align-cloud-spending-business-value" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/framework/cost-optimization/align-cloud-spending-business-value" ><span class="devsite-nav-text" tooltip>Align spending with business value</span></a></li><li class="devsite-nav-item"><a href="/architecture/framework/cost-optimization/foster-culture-cost-awareness" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/framework/cost-optimization/foster-culture-cost-awareness" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/framework/cost-optimization/foster-culture-cost-awareness" ><span class="devsite-nav-text" tooltip>Foster a culture of cost awareness</span></a></li><li class="devsite-nav-item"><a href="/architecture/framework/cost-optimization/optimize-resource-usage" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/framework/cost-optimization/optimize-resource-usage" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/framework/cost-optimization/optimize-resource-usage" ><span class="devsite-nav-text" tooltip>Optimize resource usage</span></a></li><li class="devsite-nav-item"><a href="/architecture/framework/cost-optimization/optimize-continuously" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/framework/cost-optimization/optimize-continuously" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/framework/cost-optimization/optimize-continuously" ><span class="devsite-nav-text" tooltip>Optimize continuously</span></a></li></ul></div></li><li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> <span class="devsite-nav-text" tooltip>Performance optimization</span> </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/architecture/framework/performance-optimization" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/framework/performance-optimization" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/framework/performance-optimization" ><span class="devsite-nav-text" tooltip>Overview</span></a></li><li class="devsite-nav-item"><a href="/architecture/framework/performance-optimization/process" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/framework/performance-optimization/process" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/framework/performance-optimization/process" ><span class="devsite-nav-text" tooltip>Performance optimization process</span></a></li><li class="devsite-nav-item"><a href="/architecture/framework/performance-optimization/monitor" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/framework/performance-optimization/monitor" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/framework/performance-optimization/monitor" ><span class="devsite-nav-text" tooltip>Monitor and analyze performance</span></a></li><li class="devsite-nav-item"><a href="/architecture/framework/performance-optimization/compute" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/framework/performance-optimization/compute" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/framework/performance-optimization/compute" ><span class="devsite-nav-text" tooltip>Optimize compute performance</span></a></li><li class="devsite-nav-item"><a href="/architecture/framework/performance-optimization/storage" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/framework/performance-optimization/storage" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/framework/performance-optimization/storage" ><span class="devsite-nav-text" tooltip>Optimize storage performance</span></a></li><li class="devsite-nav-item"><a href="/architecture/framework/performance-optimization/networking" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/framework/performance-optimization/networking" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/framework/performance-optimization/networking" ><span class="devsite-nav-text" tooltip>Optimize networking and API performance</span></a></li><li class="devsite-nav-item"><a href="/architecture/framework/performance-optimization/databases" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/framework/performance-optimization/databases" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/framework/performance-optimization/databases" ><span class="devsite-nav-text" tooltip>Optimize database performance</span></a></li><li class="devsite-nav-item"><a href="/architecture/framework/performance-optimization/analytics" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/framework/performance-optimization/analytics" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/framework/performance-optimization/analytics" ><span class="devsite-nav-text" tooltip>Optimize analytics performance</span></a></li></ul></div></li><li class="devsite-nav-item"><a href="/architecture/framework/sustainability" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/framework/sustainability" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/framework/sustainability" ><span class="devsite-nav-text" tooltip>Sustainability</span></a></li><li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> <span class="devsite-nav-text" tooltip>AI and ML perspective</span> </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/architecture/framework/perspectives/ai-ml" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/framework/perspectives/ai-ml" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/framework/perspectives/ai-ml" ><span class="devsite-nav-text" tooltip>Overview</span></a></li><li class="devsite-nav-item"><a href="/architecture/framework/perspectives/ai-ml/operational-excellence" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/framework/perspectives/ai-ml/operational-excellence" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/framework/perspectives/ai-ml/operational-excellence" ><span class="devsite-nav-text" tooltip>Operational excellence</span></a></li><li class="devsite-nav-item"><a href="/architecture/framework/perspectives/ai-ml/security" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/framework/perspectives/ai-ml/security" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/framework/perspectives/ai-ml/security" ><span class="devsite-nav-text" tooltip>Security</span></a></li><li class="devsite-nav-item"><a href="/architecture/framework/perspectives/ai-ml/reliability" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/framework/perspectives/ai-ml/reliability" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/framework/perspectives/ai-ml/reliability" ><span class="devsite-nav-text" tooltip>Reliability</span></a></li><li class="devsite-nav-item"><a href="/architecture/framework/perspectives/ai-ml/cost-optimization" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/framework/perspectives/ai-ml/cost-optimization" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/framework/perspectives/ai-ml/cost-optimization" ><span class="devsite-nav-text" tooltip>Cost optimization</span></a></li><li class="devsite-nav-item"><a href="/architecture/framework/perspectives/ai-ml/performance-optimization" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/framework/perspectives/ai-ml/performance-optimization" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/framework/perspectives/ai-ml/performance-optimization" ><span class="devsite-nav-text" tooltip>Performance optimization</span></a></li></ul></div></li><li class="devsite-nav-item"><a href="/architecture/framework/printable" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/framework/printable" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/framework/printable" ><span class="devsite-nav-text" tooltip>View in one page</span></a></li></ul></div></li><li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> <span class="devsite-nav-text" tooltip>Deployment archetypes</span> </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/architecture/deployment-archetypes" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/deployment-archetypes" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/deployment-archetypes" ><span class="devsite-nav-text" tooltip>Overview</span></a></li><li class="devsite-nav-item"><a href="/architecture/deployment-archetypes/zonal" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/deployment-archetypes/zonal" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/deployment-archetypes/zonal" ><span class="devsite-nav-text" tooltip>Zonal</span></a></li><li class="devsite-nav-item"><a href="/architecture/deployment-archetypes/regional" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/deployment-archetypes/regional" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/deployment-archetypes/regional" ><span class="devsite-nav-text" tooltip>Regional</span></a></li><li class="devsite-nav-item"><a href="/architecture/deployment-archetypes/multiregional" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/deployment-archetypes/multiregional" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/deployment-archetypes/multiregional" ><span class="devsite-nav-text" tooltip>Multi-regional</span></a></li><li class="devsite-nav-item"><a href="/architecture/deployment-archetypes/global" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/deployment-archetypes/global" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/deployment-archetypes/global" ><span class="devsite-nav-text" tooltip>Global</span></a></li><li class="devsite-nav-item"><a href="/architecture/deployment-archetypes/hybrid" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/deployment-archetypes/hybrid" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/deployment-archetypes/hybrid" ><span class="devsite-nav-text" tooltip>Hybrid</span></a></li><li class="devsite-nav-item"><a href="/architecture/deployment-archetypes/multicloud" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/deployment-archetypes/multicloud" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/deployment-archetypes/multicloud" ><span class="devsite-nav-text" tooltip>Multicloud</span></a></li><li class="devsite-nav-item"><a href="/architecture/deployment-archetypes/comparison" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/deployment-archetypes/comparison" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/deployment-archetypes/comparison" ><span class="devsite-nav-text" tooltip>Comparative analysis</span></a></li><li class="devsite-nav-item"><a href="/architecture/deployment-archetypes/whats-next" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/deployment-archetypes/whats-next" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/deployment-archetypes/whats-next" ><span class="devsite-nav-text" tooltip>What's next</span></a></li><li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> <span class="devsite-nav-text" tooltip>Reference architectures</span> </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/architecture/single-zone-deployment-compute-engine" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/single-zone-deployment-compute-engine" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/single-zone-deployment-compute-engine" ><span class="devsite-nav-text" tooltip>Single-zone deployment on Compute Engine</span></a></li><li class="devsite-nav-item"><a href="/architecture/regional-deployment-compute-engine" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/regional-deployment-compute-engine" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/regional-deployment-compute-engine" ><span class="devsite-nav-text" tooltip>Regional deployment on Compute Engine</span></a></li><li class="devsite-nav-item"><a href="/architecture/multiregional-vms" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/multiregional-vms" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/multiregional-vms" ><span class="devsite-nav-text" tooltip>Multi-regional deployment on Compute Engine</span></a></li><li class="devsite-nav-item"><a href="/architecture/global-deployment-compute-engine-spanner" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/global-deployment-compute-engine-spanner" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/global-deployment-compute-engine-spanner" ><span class="devsite-nav-text" tooltip>Global deployment on Compute Engine and Spanner</span></a></li></ul></div></li></ul></div></li><li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> <span class="devsite-nav-text" tooltip>Landing zone design</span> </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/architecture/landing-zones" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/landing-zones" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/landing-zones" ><span class="devsite-nav-text" tooltip>Landing zones overview</span></a></li><li class="devsite-nav-item"><a href="/architecture/landing-zones/decide-how-to-onboard-identities" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/landing-zones/decide-how-to-onboard-identities" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/landing-zones/decide-how-to-onboard-identities" ><span class="devsite-nav-text" tooltip>Decide identity onboarding</span></a></li><li class="devsite-nav-item"><a href="/architecture/landing-zones/decide-resource-hierarchy" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/landing-zones/decide-resource-hierarchy" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/landing-zones/decide-resource-hierarchy" ><span class="devsite-nav-text" tooltip>Decide resource hierarchy</span></a></li><li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> <span class="devsite-nav-text" tooltip>Network design</span> </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/architecture/landing-zones/decide-network-design" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/landing-zones/decide-network-design" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/landing-zones/decide-network-design" ><span class="devsite-nav-text" tooltip>Decide network design</span></a></li><li class="devsite-nav-item"><a href="/architecture/landing-zones/implement-network-design" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" 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track-metadata-eventdetail="/architecture/security-foundations/printable" ><span class="devsite-nav-text" tooltip>View in one page</span></a></li></ul></div></li></ul></div></li> <li class="devsite-nav-item devsite-nav-expandable devsite-nav-accordion"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> <span class="devsite-nav-text" tooltip>AI and machine learning</span> </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/architecture/ai-ml" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/ai-ml" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/ai-ml" ><span class="devsite-nav-text" tooltip>Content overview</span></a></li><li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> <span class="devsite-nav-text" tooltip>Generative AI</span> </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/architecture/ai-ml/generative-ai-document-summarization" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/ai-ml/generative-ai-document-summarization" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/ai-ml/generative-ai-document-summarization" ><span class="devsite-nav-text" tooltip>Generative AI document summarization</span></a></li><li class="devsite-nav-item"><a href="/architecture/ai-ml/generative-ai-rag" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/ai-ml/generative-ai-rag" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/ai-ml/generative-ai-rag" ><span class="devsite-nav-text" tooltip>Generative AI RAG with Cloud SQL</span></a></li><li class="devsite-nav-item"><a href="/architecture/ai-ml/generative-ai-knowledge-base" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/ai-ml/generative-ai-knowledge-base" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/ai-ml/generative-ai-knowledge-base" ><span class="devsite-nav-text" tooltip>Generative AI knowledge base</span></a></li><li class="devsite-nav-item"><a href="/architecture/rag-capable-gen-ai-app-using-gke" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/rag-capable-gen-ai-app-using-gke" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/rag-capable-gen-ai-app-using-gke" ><span class="devsite-nav-text" tooltip>Infrastructure for a RAG-capable generative AI application using GKE</span></a></li><li class="devsite-nav-item"><a href="/architecture/rag-capable-gen-ai-app-using-vertex-ai" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/rag-capable-gen-ai-app-using-vertex-ai" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/rag-capable-gen-ai-app-using-vertex-ai" ><span class="devsite-nav-text" tooltip>Infrastructure for a RAG-capable generative AI application using Vertex AI</span></a></li><li class="devsite-nav-item"><a href="/architecture/use-generative-ai-utilization-management" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/use-generative-ai-utilization-management" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/use-generative-ai-utilization-management" ><span class="devsite-nav-text" tooltip>Use generative AI for utilization management</span></a></li></ul></div></li><li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> <span class="devsite-nav-text" tooltip>Model training</span> </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/architecture/ml-on-gcp-best-practices" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/ml-on-gcp-best-practices" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/ml-on-gcp-best-practices" ><span class="devsite-nav-text" tooltip>Best practices for implementing machine learning on Google Cloud</span></a></li><li class="devsite-nav-item"><a href="/architecture/cross-silo-cross-device-federated-learning-google-cloud" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/cross-silo-cross-device-federated-learning-google-cloud" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/cross-silo-cross-device-federated-learning-google-cloud" ><span class="devsite-nav-text" tooltip>Cross-silo and cross-device federated learning on Google Cloud</span></a></li><li class="devsite-nav-item"><a href="/architecture/partners/model-development-data-labeling-labelbox-google-cloud" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/partners/model-development-data-labeling-labelbox-google-cloud" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/partners/model-development-data-labeling-labelbox-google-cloud" ><span class="devsite-nav-text" tooltip>Model development and data labeling with Google Cloud and Labelbox</span></a></li></ul></div></li><li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> <span class="devsite-nav-text" tooltip>MLOps</span> </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/architecture/mlops-continuous-delivery-and-automation-pipelines-in-machine-learning" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/mlops-continuous-delivery-and-automation-pipelines-in-machine-learning" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/mlops-continuous-delivery-and-automation-pipelines-in-machine-learning" ><span class="devsite-nav-text" tooltip>MLOps: Continuous delivery and automation pipelines in machine learning</span></a></li><li class="devsite-nav-item"><a href="/architecture/deploy-operate-generative-ai-applications" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/deploy-operate-generative-ai-applications" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/deploy-operate-generative-ai-applications" ><span class="devsite-nav-text" tooltip>Deploy and operate generative AI applications</span></a></li><li class="devsite-nav-item"><a href="/architecture/genai-mlops-blueprint" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/genai-mlops-blueprint" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/genai-mlops-blueprint" ><span class="devsite-nav-text" tooltip>Deploy an enterprise AI and ML model</span></a></li><li class="devsite-nav-item"><a href="/architecture/architecture-for-mlops-using-tfx-kubeflow-pipelines-and-cloud-build" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/architecture-for-mlops-using-tfx-kubeflow-pipelines-and-cloud-build" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/architecture-for-mlops-using-tfx-kubeflow-pipelines-and-cloud-build" ><span class="devsite-nav-text" tooltip>MLOps using TensorFlow Extended, Vertex AI Pipelines, and Cloud Build</span></a></li><li class="devsite-nav-item"><a href="/architecture/guidelines-for-developing-high-quality-ml-solutions" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, 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architecture</span></a></li><li class="devsite-nav-item"><a href="/architecture/building-a-vision-analytics-solution/deployment" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/building-a-vision-analytics-solution/deployment" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/building-a-vision-analytics-solution/deployment" ><span class="devsite-nav-text" tooltip>Deploy the architecture</span></a></li></ul></div></li><li class="devsite-nav-item"><a href="/architecture/ai-ml/storage-for-ai-ml" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/ai-ml/storage-for-ai-ml" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/ai-ml/storage-for-ai-ml" ><span class="devsite-nav-text" tooltip>Design storage for AI and ML workloads in Google Cloud</span></a></li><li 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aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> <span class="devsite-nav-text" tooltip>Third-party product integrations</span> </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/architecture/partners/c3-ai-architecture" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/partners/c3-ai-architecture" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/partners/c3-ai-architecture" ><span class="devsite-nav-text" tooltip>C3 AI architecture on Google Cloud</span></a></li></ul></div></li></ul></div></li> <li class="devsite-nav-item devsite-nav-expandable devsite-nav-accordion"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> <span class="devsite-nav-text" tooltip>Application development</span> </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/architecture/application-development" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/application-development" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/application-development" ><span class="devsite-nav-text" tooltip>Content overview</span></a></li><li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> <span class="devsite-nav-text" tooltip>Development approaches and styles</span> </div><ul class="devsite-nav-section"><li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div 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data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/ara-anthos-on-bare-metal" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/ara-anthos-on-bare-metal" ><span class="devsite-nav-text" tooltip>Google Distributed Cloud (software only) on bare metal</span></a></li><li class="devsite-nav-item"><a href="/architecture/best-practices-for-running-cost-effective-kubernetes-applications-on-gke" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/best-practices-for-running-cost-effective-kubernetes-applications-on-gke" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/best-practices-for-running-cost-effective-kubernetes-applications-on-gke" ><span class="devsite-nav-text" tooltip>Best practices for cost-optimized Kubernetes applications on GKE</span></a></li><li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> <span class="devsite-nav-text" tooltip>Expose service mesh applications through GKE Gateway</span> </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/architecture/exposing-service-mesh-apps-through-gke-ingress" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/exposing-service-mesh-apps-through-gke-ingress" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/exposing-service-mesh-apps-through-gke-ingress" ><span class="devsite-nav-text" tooltip>Reference architecture</span></a></li><li class="devsite-nav-item"><a href="/architecture/exposing-service-mesh-apps-through-gke-ingress/deployment" class="devsite-nav-title gc-analytics-event" 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data-label="Book nav link, pathname: /architecture/patterns-practices-identity-access-governance-google-cloud" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/patterns-practices-identity-access-governance-google-cloud" ><span class="devsite-nav-text" tooltip>Patterns and practices for identity and access governance on Google Cloud</span></a></li><li class="devsite-nav-item"><a href="/architecture/resource-management-with-servicenow" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/resource-management-with-servicenow" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/resource-management-with-servicenow" ><span class="devsite-nav-text" tooltip>Resource management with ServiceNow</span></a></li><li class="devsite-nav-item"><a href="/architecture/select-managed-container-runtime-environment" class="devsite-nav-title gc-analytics-event" 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track-metadata-eventdetail="/architecture/app-development-and-delivery-with-cloud-code-gcb-cd-and-gke" ><span class="devsite-nav-text" tooltip>Reference architecture</span></a></li><li class="devsite-nav-item"><a href="/architecture/app-development-and-delivery-with-cloud-code-gcb-cd-and-gke/deployment" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/app-development-and-delivery-with-cloud-code-gcb-cd-and-gke/deployment" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/app-development-and-delivery-with-cloud-code-gcb-cd-and-gke/deployment" ><span class="devsite-nav-text" tooltip>Deploy the architecture</span></a></li></ul></div></li><li class="devsite-nav-item"><a href="/architecture/devops" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/devops" track-type="bookNav" 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tooltip>Application architectures</span> </div><ul class="devsite-nav-section"><li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> <span class="devsite-nav-text" tooltip>Apache Guacamole on GKE and Cloud SQL</span> </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/architecture/deploy-guacamole-gke" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/deploy-guacamole-gke" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/deploy-guacamole-gke" ><span class="devsite-nav-text" tooltip>Reference architecture</span></a></li><li class="devsite-nav-item"><a href="/architecture/deploy-guacamole-gke/deployment" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/deploy-guacamole-gke/deployment" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/deploy-guacamole-gke/deployment" ><span class="devsite-nav-text" tooltip>Deploy the architecture</span></a></li></ul></div></li><li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> <span class="devsite-nav-text" tooltip>Chrome Remote Desktop on Compute Engine</span> </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/architecture/chrome-desktop-remote-on-compute-engine" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/chrome-desktop-remote-on-compute-engine" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/chrome-desktop-remote-on-compute-engine" ><span class="devsite-nav-text" tooltip>Set up for Linux</span></a></li><li class="devsite-nav-item"><a href="/architecture/chrome-desktop-remote-windows-compute-engine" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/chrome-desktop-remote-windows-compute-engine" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/chrome-desktop-remote-windows-compute-engine" ><span class="devsite-nav-text" tooltip>Set up for Windows</span></a></li></ul></div></li><li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> <span class="devsite-nav-text" tooltip>Connected device architectures on Google Cloud</span> </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/architecture/connected-devices" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/connected-devices" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/connected-devices" ><span class="devsite-nav-text" tooltip>Overview</span></a></li><li class="devsite-nav-item"><a href="/architecture/connected-devices/mqtt-broker-architecture" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/connected-devices/mqtt-broker-architecture" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/connected-devices/mqtt-broker-architecture" ><span class="devsite-nav-text" tooltip>Standalone MQTT broker</span></a></li><li class="devsite-nav-item"><a href="/architecture/connected-devices/iot-platform-product-architecture" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/connected-devices/iot-platform-product-architecture" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/connected-devices/iot-platform-product-architecture" ><span class="devsite-nav-text" tooltip>IoT platform product</span></a></li><li class="devsite-nav-item"><a href="/architecture/connected-devices/device-pubsub-architecture" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/connected-devices/device-pubsub-architecture" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/connected-devices/device-pubsub-architecture" ><span class="devsite-nav-text" tooltip>Device to Pub/Sub connection to Google Cloud</span></a></li><li class="devsite-nav-item"><a href="/architecture/connected-devices/bps-running-iot-backend-securely" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/connected-devices/bps-running-iot-backend-securely" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/connected-devices/bps-running-iot-backend-securely" ><span class="devsite-nav-text" tooltip>Best practices for running an IoT backend</span></a></li><li class="devsite-nav-item"><a href="/architecture/connected-devices/best-practices-provisioning-configuring-bare-metal" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/connected-devices/best-practices-provisioning-configuring-bare-metal" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/connected-devices/best-practices-provisioning-configuring-bare-metal" ><span class="devsite-nav-text" tooltip>Best practices for automatically provisioning and configuring edge and bare metal systems and servers</span></a></li></ul></div></li><li class="devsite-nav-item"><a href="/architecture/distributed-load-testing-using-gke" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/distributed-load-testing-using-gke" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/distributed-load-testing-using-gke" ><span class="devsite-nav-text" tooltip>Distributed load testing using Google Kubernetes Engine</span></a></li><li class="devsite-nav-item"><a href="/architecture/application-development/ecommerce-serverless" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/application-development/ecommerce-serverless" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/application-development/ecommerce-serverless" ><span class="devsite-nav-text" tooltip>Ecommerce platform with serverless computing</span></a></li><li class="devsite-nav-item"><a href="/architecture/application-development/ecommerce-microservices" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/application-development/ecommerce-microservices" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/application-development/ecommerce-microservices" ><span class="devsite-nav-text" tooltip>Ecommerce web app deployed on Kubernetes</span></a></li><li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> <span class="devsite-nav-text" tooltip>Manage and scale networking for Windows applications that run on managed Kubernetes</span> </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/architecture/manage-and-scale-windows-networking" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/manage-and-scale-windows-networking" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/manage-and-scale-windows-networking" ><span class="devsite-nav-text" tooltip>Reference architecture</span></a></li><li class="devsite-nav-item"><a href="/architecture/manage-and-scale-windows-networking/deployment" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/manage-and-scale-windows-networking/deployment" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/manage-and-scale-windows-networking/deployment" ><span class="devsite-nav-text" tooltip>Deploy the architecture</span></a></li></ul></div></li><li class="devsite-nav-item"><a href="/architecture/application-development/gke-java-spring-dynamic-webapp" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/application-development/gke-java-spring-dynamic-webapp" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/application-development/gke-java-spring-dynamic-webapp" ><span class="devsite-nav-text" tooltip>Dynamic web application with Java</span></a></li><li class="devsite-nav-item"><a href="/architecture/application-development/dynamic-app-javascript" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/application-development/dynamic-app-javascript" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/application-development/dynamic-app-javascript" ><span class="devsite-nav-text" tooltip>Dynamic web application with JavaScript</span></a></li><li class="devsite-nav-item"><a href="/architecture/application-development/dynamic-app-python" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/application-development/dynamic-app-python" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/application-development/dynamic-app-python" ><span class="devsite-nav-text" tooltip>Dynamic web application with Python and JavaScript</span></a></li><li class="devsite-nav-item"><a href="/architecture/application-development/cloud-client-api" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/application-development/cloud-client-api" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/application-development/cloud-client-api" ><span class="devsite-nav-text" tooltip>Use a Cloud SDK Client Library</span></a></li><li class="devsite-nav-item"><a href="/architecture/best-practices-for-iam-and-billing-in-higher-education" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/best-practices-for-iam-and-billing-in-higher-education" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/best-practices-for-iam-and-billing-in-higher-education" ><span class="devsite-nav-text" tooltip>Onboarding best practices for state, local, and education organizations</span></a></li><li class="devsite-nav-item"><a href="/architecture/application-development/three-tier-web-app" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/application-development/three-tier-web-app" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/application-development/three-tier-web-app" ><span class="devsite-nav-text" tooltip>Three-tier web app</span></a></li><li class="devsite-nav-item"><a href="/architecture/web-serving-overview" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/web-serving-overview" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/web-serving-overview" ><span class="devsite-nav-text" tooltip>Website hosting</span></a></li></ul></div></li></ul></div></li> <li class="devsite-nav-item devsite-nav-expandable devsite-nav-accordion"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> <span class="devsite-nav-text" tooltip>Big data and analytics</span> </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/architecture/big-data-analytics" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/big-data-analytics" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/big-data-analytics" ><span class="devsite-nav-text" tooltip>Content overview</span></a></li><li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> <span class="devsite-nav-text" tooltip>End-to-end architectures</span> </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/architecture/big-data-analytics/analytics-lakehouse" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/big-data-analytics/analytics-lakehouse" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/big-data-analytics/analytics-lakehouse" ><span class="devsite-nav-text" tooltip>Analytics lakehouse</span></a></li><li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> <span class="devsite-nav-text" tooltip>Data mesh on Google Cloud</span> </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/architecture/data-mesh" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/data-mesh" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/data-mesh" ><span class="devsite-nav-text" tooltip>Architecture and functions in a data mesh</span></a></li><li class="devsite-nav-item"><a href="/architecture/design-self-service-data-platform-data-mesh" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/design-self-service-data-platform-data-mesh" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/design-self-service-data-platform-data-mesh" ><span class="devsite-nav-text" tooltip>Design a self-service data platform for a data mesh</span></a></li><li class="devsite-nav-item"><a href="/architecture/build-data-products-data-mesh" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/build-data-products-data-mesh" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/build-data-products-data-mesh" ><span class="devsite-nav-text" tooltip>Build data products in a data mesh</span></a></li><li class="devsite-nav-item"><a href="/architecture/discover-consume-data-products-data-mesh" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/discover-consume-data-products-data-mesh" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/discover-consume-data-products-data-mesh" ><span class="devsite-nav-text" tooltip>Discover and consume data products in a data mesh</span></a></li></ul></div></li><li class="devsite-nav-item"><a href="/architecture/big-data-analytics/data-warehouse" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/big-data-analytics/data-warehouse" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/big-data-analytics/data-warehouse" ><span class="devsite-nav-text" tooltip>Data warehouse with BigQuery</span></a></li><li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> <span class="devsite-nav-text" tooltip>BigQuery backup automation</span> </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/architecture/scalable-bigquery-backup-automation" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/scalable-bigquery-backup-automation" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/scalable-bigquery-backup-automation" ><span class="devsite-nav-text" tooltip>Reference architecture</span></a></li><li class="devsite-nav-item"><a href="/architecture/scalable-bigquery-backup-automation/deployment" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/scalable-bigquery-backup-automation/deployment" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/scalable-bigquery-backup-automation/deployment" ><span class="devsite-nav-text" tooltip>Deploy the architecture</span></a></li></ul></div></li><li class="devsite-nav-item"><a href="/architecture/cicd-pipeline-for-data-processing" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/cicd-pipeline-for-data-processing" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/cicd-pipeline-for-data-processing" ><span class="devsite-nav-text" tooltip>Use a CI/CD pipeline for data-processing workflows</span></a></li></ul></div></li><li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> <span class="devsite-nav-text" tooltip>Load and process data</span> </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/architecture/partners/continuous-data-replication-bigquery-striim" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/partners/continuous-data-replication-bigquery-striim" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/partners/continuous-data-replication-bigquery-striim" ><span class="devsite-nav-text" tooltip>Continuous data replication to BigQuery using Striim</span></a></li><li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> <span class="devsite-nav-text" tooltip>Use Apache Hive on Dataproc</span> </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/architecture/using-apache-hive-on-cloud-dataproc" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/using-apache-hive-on-cloud-dataproc" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/using-apache-hive-on-cloud-dataproc" ><span class="devsite-nav-text" tooltip>Reference architecture</span></a></li><li class="devsite-nav-item"><a href="/architecture/using-apache-hive-on-cloud-dataproc/deployment" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/using-apache-hive-on-cloud-dataproc/deployment" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/using-apache-hive-on-cloud-dataproc/deployment" ><span class="devsite-nav-text" tooltip>Deploy the architecture</span></a></li></ul></div></li><li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> <span class="devsite-nav-text" tooltip>Data transformation between MongoDB and Google Cloud</span> </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/architecture/data-pipeline-mongodb-gcp" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/data-pipeline-mongodb-gcp" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/data-pipeline-mongodb-gcp" ><span class="devsite-nav-text" tooltip>Reference architecture</span></a></li><li class="devsite-nav-item"><a href="/architecture/data-pipeline-mongodb-gcp/deployment" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/data-pipeline-mongodb-gcp/deployment" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/data-pipeline-mongodb-gcp/deployment" ><span class="devsite-nav-text" tooltip>Deploy the architecture</span></a></li></ul></div></li></ul></div></li><li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> <span class="devsite-nav-text" tooltip>Analyze data</span> </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/architecture/analyzing-fhir-data-in-bigquery" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/analyzing-fhir-data-in-bigquery" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/analyzing-fhir-data-in-bigquery" ><span class="devsite-nav-text" tooltip>Analyze FHIR data in BigQuery</span></a></li><li class="devsite-nav-item"><a href="/architecture/data-science-with-r-on-gcp-eda" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/data-science-with-r-on-gcp-eda" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/data-science-with-r-on-gcp-eda" ><span class="devsite-nav-text" tooltip>Data science with R: exploratory data analysis</span></a></li><li class="devsite-nav-item"><a href="/architecture/geospatial-analytics-architecture" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/geospatial-analytics-architecture" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/geospatial-analytics-architecture" ><span class="devsite-nav-text" tooltip>Geospatial analytics</span></a></li></ul></div></li></ul></div></li> <li class="devsite-nav-item devsite-nav-expandable devsite-nav-accordion"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> <span class="devsite-nav-text" tooltip>Databases</span> </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/architecture/databases" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/databases" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/databases" ><span class="devsite-nav-text" tooltip>Content overview</span></a></li><li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> <span class="devsite-nav-text" tooltip>Database availability</span> </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/architecture/architectures-high-availability-mysql-clusters-compute-engine" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/architectures-high-availability-mysql-clusters-compute-engine" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/architectures-high-availability-mysql-clusters-compute-engine" ><span class="devsite-nav-text" tooltip>High availability of MySQL clusters on Compute Engine</span></a></li></ul></div></li><li class="devsite-nav-item"><a href="/architecture/enterprise-app-oracle-database-compute-engine" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/enterprise-app-oracle-database-compute-engine" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/enterprise-app-oracle-database-compute-engine" ><span class="devsite-nav-text" tooltip>Enterprise application with Oracle Database on Compute Engine</span></a></li><li class="devsite-nav-item"><a href="/architecture/enterprise-app-oracle-exadata-database-compute-engine" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/enterprise-app-oracle-exadata-database-compute-engine" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/enterprise-app-oracle-exadata-database-compute-engine" ><span class="devsite-nav-text" tooltip>Enterprise application on Compute Engine VMs with Oracle Exadata in Google Cloud</span></a></li><li class="devsite-nav-item"><a href="/architecture/multi-cloud-database-management" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" 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Events" data-label="Book nav link, pathname: /architecture/hybrid-multicloud-patterns/drivers" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/hybrid-multicloud-patterns/drivers" ><span class="devsite-nav-text" tooltip>Drivers, considerations, strategy, and patterns</span></a></li><li class="devsite-nav-item"><a href="/architecture/hybrid-multicloud-patterns/strategy" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/hybrid-multicloud-patterns/strategy" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/hybrid-multicloud-patterns/strategy" ><span class="devsite-nav-text" tooltip>Plan a hybrid and multicloud strategy</span></a></li><li class="devsite-nav-item"><a href="/architecture/hybrid-multicloud-patterns/adopt" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: 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tabindex="0" role="button"> <span class="devsite-nav-text" tooltip>Hybrid and multicloud architecture patterns</span> </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/architecture/hybrid-multicloud-patterns-and-practices" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/hybrid-multicloud-patterns-and-practices" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/hybrid-multicloud-patterns-and-practices" ><span class="devsite-nav-text" tooltip>Overview</span></a></li><li class="devsite-nav-item"><a href="/architecture/hybrid-multicloud-patterns-and-practices/distributed-patterns" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/hybrid-multicloud-patterns-and-practices/distributed-patterns" track-type="bookNav" track-name="click" 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href="/architecture/hybrid-multicloud-patterns-and-practices/edge-hybrid-pattern" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/hybrid-multicloud-patterns-and-practices/edge-hybrid-pattern" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/hybrid-multicloud-patterns-and-practices/edge-hybrid-pattern" ><span class="devsite-nav-text" tooltip>Edge hybrid pattern</span></a></li><li class="devsite-nav-item"><a href="/architecture/hybrid-multicloud-patterns-and-practices/environment-hybrid-pattern" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/hybrid-multicloud-patterns-and-practices/environment-hybrid-pattern" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/hybrid-multicloud-patterns-and-practices/environment-hybrid-pattern" ><span class="devsite-nav-text" tooltip>Environment hybrid pattern</span></a></li><li class="devsite-nav-item"><a href="/architecture/hybrid-multicloud-patterns-and-practices/business-continuity-patterns" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/hybrid-multicloud-patterns-and-practices/business-continuity-patterns" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/hybrid-multicloud-patterns-and-practices/business-continuity-patterns" ><span class="devsite-nav-text" tooltip>Business continuity hybrid and multicloud patterns</span></a></li><li class="devsite-nav-item"><a href="/architecture/hybrid-multicloud-patterns-and-practices/cloud-bursting-pattern" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/hybrid-multicloud-patterns-and-practices/cloud-bursting-pattern" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/hybrid-multicloud-patterns-and-practices/cloud-bursting-pattern" ><span class="devsite-nav-text" tooltip>Cloud bursting pattern</span></a></li><li class="devsite-nav-item"><a href="/architecture/hybrid-multicloud-patterns-and-practices/whats-next" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/hybrid-multicloud-patterns-and-practices/whats-next" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/hybrid-multicloud-patterns-and-practices/whats-next" ><span class="devsite-nav-text" tooltip>What's next</span></a></li><li class="devsite-nav-item devsite-nav-break"></li><li class="devsite-nav-item"><a href="/architecture/hybrid-multicloud-patterns-and-practices/one-page-view" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/hybrid-multicloud-patterns-and-practices/one-page-view" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/hybrid-multicloud-patterns-and-practices/one-page-view" ><span class="devsite-nav-text" tooltip>View the guide as a single page</span></a></li></ul></div></li><li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> <span class="devsite-nav-text" tooltip>Hybrid and multicloud secure networking architecture patterns</span> </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/architecture/hybrid-multicloud-secure-networking-patterns" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/hybrid-multicloud-secure-networking-patterns" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/hybrid-multicloud-secure-networking-patterns" ><span class="devsite-nav-text" tooltip>Overview</span></a></li><li class="devsite-nav-item"><a href="/architecture/hybrid-multicloud-secure-networking-patterns/design-considerations" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/hybrid-multicloud-secure-networking-patterns/design-considerations" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/hybrid-multicloud-secure-networking-patterns/design-considerations" ><span class="devsite-nav-text" tooltip>Design considerations</span></a></li><li class="devsite-nav-item"><a href="/architecture/hybrid-multicloud-secure-networking-patterns/architecture-patterns" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: 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class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/hybrid-multicloud-secure-networking-patterns/gated-egress" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/hybrid-multicloud-secure-networking-patterns/gated-egress" ><span class="devsite-nav-text" tooltip>Gated egress</span></a></li><li class="devsite-nav-item"><a href="/architecture/hybrid-multicloud-secure-networking-patterns/gated-ingress" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/hybrid-multicloud-secure-networking-patterns/gated-ingress" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/hybrid-multicloud-secure-networking-patterns/gated-ingress" ><span class="devsite-nav-text" tooltip>Gated ingress</span></a></li><li class="devsite-nav-item"><a 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class="devsite-nav-text" tooltip>Handover pattern</span></a></li><li class="devsite-nav-item"><a href="/architecture/hybrid-multicloud-secure-networking-patterns/general-best-practices" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/hybrid-multicloud-secure-networking-patterns/general-best-practices" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/hybrid-multicloud-secure-networking-patterns/general-best-practices" ><span class="devsite-nav-text" tooltip>General best practices</span></a></li><li class="devsite-nav-item"><a href="/architecture/hybrid-multicloud-secure-networking-patterns/whats-next" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/hybrid-multicloud-secure-networking-patterns/whats-next" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/hybrid-multicloud-secure-networking-patterns/whats-next" ><span class="devsite-nav-text" tooltip>What's next</span></a></li><li class="devsite-nav-item devsite-nav-break"></li><li class="devsite-nav-item"><a href="/architecture/hybrid-multicloud-secure-networking-patterns/one-page-view" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/hybrid-multicloud-secure-networking-patterns/one-page-view" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/hybrid-multicloud-secure-networking-patterns/one-page-view" ><span class="devsite-nav-text" tooltip>View the guide as a single page</span></a></li></ul></div></li><li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> <span class="devsite-nav-text" tooltip>Cross-Cloud Network design for distributed applications</span> </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/architecture/ccn-distributed-apps-design" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/ccn-distributed-apps-design" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/ccn-distributed-apps-design" ><span class="devsite-nav-text" tooltip>Overview</span></a></li><li class="devsite-nav-item"><a href="/architecture/ccn-distributed-apps-design/connectivity" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/ccn-distributed-apps-design/connectivity" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/ccn-distributed-apps-design/connectivity" ><span class="devsite-nav-text" tooltip>Connectivity</span></a></li><li class="devsite-nav-item"><a href="/architecture/ccn-distributed-apps-design/service-networking" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/ccn-distributed-apps-design/service-networking" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/ccn-distributed-apps-design/service-networking" ><span class="devsite-nav-text" tooltip>Service networking</span></a></li><li class="devsite-nav-item"><a href="/architecture/ccn-distributed-apps-design/security" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/ccn-distributed-apps-design/security" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/ccn-distributed-apps-design/security" ><span class="devsite-nav-text" tooltip>Network security</span></a></li><li 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track-name="click" track-metadata-eventdetail="/architecture/patterns-for-connecting-other-csps-with-gcp" ><span class="devsite-nav-text" tooltip>Patterns for connecting other cloud service providers with Google Cloud</span></a></li></ul></div></li><li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> <span class="devsite-nav-text" tooltip>Identity and access management</span> </div><ul class="devsite-nav-section"><li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> <span class="devsite-nav-text" tooltip>Authenticate workforce users in a hybrid environment</span> </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a 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tooltip>Implementation patterns</span></a></li></ul></div></li><li class="devsite-nav-item"><a href="/architecture/configuring-active-directory-for-vms-to-automatically-join-the-domain" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/configuring-active-directory-for-vms-to-automatically-join-the-domain" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/configuring-active-directory-for-vms-to-automatically-join-the-domain" ><span class="devsite-nav-text" tooltip>Configure Active Directory for VMs to automatically join a domain</span></a></li><li class="devsite-nav-item"><a href="/architecture/deploy-an-active-directory-forest-on-compute-engine" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/deploy-an-active-directory-forest-on-compute-engine" track-type="bookNav" track-name="click" 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role="button"> <span class="devsite-nav-text" tooltip>Third-party product integrations</span> </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/architecture/vpc-to-oracle-through-equinix" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/vpc-to-oracle-through-equinix" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/vpc-to-oracle-through-equinix" ><span class="devsite-nav-text" tooltip>Connect Google VPCs to Oracle Cloud Infrastructure using Equinix</span></a></li><li class="devsite-nav-item"><a href="/architecture/partners/using-cohesity-with-cloud-storage-for-enterprise-hybrid-data-protection" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/partners/using-cohesity-with-cloud-storage-for-enterprise-hybrid-data-protection" track-type="bookNav" 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track-name="click" track-metadata-eventdetail="/architecture/migrate-amazon-eks-to-gke" ><span class="devsite-nav-text" tooltip>Migrate Amazon EKS to GKE</span></a></li><li class="devsite-nav-item"><a href="/architecture/migrate-aws-rds-to-sql-mysql" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/migrate-aws-rds-to-sql-mysql" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/migrate-aws-rds-to-sql-mysql" ><span class="devsite-nav-text" tooltip>Migrate from Amazon RDS and Amazon Aurora for MySQL to Cloud SQL for MySQL</span></a></li><li class="devsite-nav-item"><a href="/architecture/migrate-aws-rds-aurora-to-postgresql" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/migrate-aws-rds-aurora-to-postgresql" track-type="bookNav" track-name="click" 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migration</span> </div><ul class="devsite-nav-section"><li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> <span class="devsite-nav-text" tooltip>Migrate containers to Google Cloud</span> </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/architecture/migrating-containers-kubernetes-gke" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/migrating-containers-kubernetes-gke" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/migrating-containers-kubernetes-gke" ><span class="devsite-nav-text" tooltip>Migrate from Kubernetes to GKE</span></a></li></ul></div></li><li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a 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track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/migrate-across-regions/design-resilient-single-region-environments" ><span class="devsite-nav-text" tooltip>Design resilient single-region environments on Google Cloud</span></a></li><li class="devsite-nav-item"><a href="/architecture/migrate-across-regions/architect-workloads" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/migrate-across-regions/architect-workloads" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/migrate-across-regions/architect-workloads" ><span class="devsite-nav-text" tooltip>Architect your workloads</span></a></li><li class="devsite-nav-item"><a href="/architecture/migrate-across-regions/prepare-data-and-batch-workloads" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: 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and run a database migration process</span></a></li></ul></div></li><li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> <span class="devsite-nav-text" tooltip>Migrating on-premises Hadoop to Google Cloud</span> </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/architecture/hadoop" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/hadoop" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/hadoop" ><span class="devsite-nav-text" tooltip>Overview</span></a></li><li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> <span class="devsite-nav-text" tooltip>Data</span> </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/architecture/hadoop/hadoop-gcp-migration-data" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/hadoop/hadoop-gcp-migration-data" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/hadoop/hadoop-gcp-migration-data" ><span class="devsite-nav-text" tooltip>Overview</span></a></li><li class="devsite-nav-item"><a href="/architecture/hadoop/validating-data-transfers" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/hadoop/validating-data-transfers" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/hadoop/validating-data-transfers" ><span class="devsite-nav-text" tooltip>Validating data transfers</span></a></li></ul></div></li><li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> <span class="devsite-nav-text" tooltip>Jobs</span> </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/architecture/hadoop/hadoop-gcp-migration-jobs" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/hadoop/hadoop-gcp-migration-jobs" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/hadoop/hadoop-gcp-migration-jobs" ><span class="devsite-nav-text" tooltip>Migrating Hadoop Jobs from On-Premises to Google Cloud Platform</span></a></li><li class="devsite-nav-item"><a href="/architecture/hadoop/migrating-apache-spark-jobs-to-cloud-dataproc" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/hadoop/migrating-apache-spark-jobs-to-cloud-dataproc" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/hadoop/migrating-apache-spark-jobs-to-cloud-dataproc" ><span class="devsite-nav-text" tooltip>Migrating Apache Spark Jobs to Cloud Dataproc</span></a></li></ul></div></li><li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> <span class="devsite-nav-text" tooltip>Security</span> </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/architecture/hadoop/hadoop-migration-security-guide" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/hadoop/hadoop-migration-security-guide" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/hadoop/hadoop-migration-security-guide" ><span class="devsite-nav-text" tooltip>Security Guide</span></a></li><li class="devsite-nav-item"><a href="/architecture/hadoop/architecture-for-connecting-visualization-software-to-hadoop-on-google-cloud" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/hadoop/architecture-for-connecting-visualization-software-to-hadoop-on-google-cloud" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/hadoop/architecture-for-connecting-visualization-software-to-hadoop-on-google-cloud" ><span class="devsite-nav-text" tooltip>Architecture for connecting visualization software to Hadoop on Google Cloud</span></a></li><li class="devsite-nav-item"><a href="/architecture/hadoop/connecting-visualization-software-to-hadoop-on-google-cloud" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/hadoop/connecting-visualization-software-to-hadoop-on-google-cloud" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/hadoop/connecting-visualization-software-to-hadoop-on-google-cloud" ><span class="devsite-nav-text" tooltip>Connecting visualization software to Hadoop on Google Cloud</span></a></li><li class="devsite-nav-item"><a href="/architecture/hadoop/kerberized-data-lake-dataproc" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/hadoop/kerberized-data-lake-dataproc" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/hadoop/kerberized-data-lake-dataproc" ><span class="devsite-nav-text" tooltip>Kerberized data lake on Dataproc</span></a></li></ul></div></li></ul></div></li><li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> <span class="devsite-nav-text" tooltip>Networks for migrating enterprise workloads</span> </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/architecture/network-architecture" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/network-architecture" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/network-architecture" ><span class="devsite-nav-text" tooltip>Architectural approaches</span></a></li><li class="devsite-nav-item"><a href="/architecture/network-secure-intra-cloud-access" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/network-secure-intra-cloud-access" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/network-secure-intra-cloud-access" ><span class="devsite-nav-text" tooltip>Networking for secure intra-cloud access</span></a></li><li class="devsite-nav-item"><a href="/architecture/network-application-delivery" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/network-application-delivery" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/network-application-delivery" ><span class="devsite-nav-text" tooltip>Networking for internet-facing application delivery</span></a></li><li class="devsite-nav-item"><a href="/architecture/network-hybrid-multicloud" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/network-hybrid-multicloud" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/network-hybrid-multicloud" ><span class="devsite-nav-text" tooltip>Networking for hybrid and multicloud workloads</span></a></li></ul></div></li><li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> <span class="devsite-nav-text" tooltip>Use RIOT Live Migration to migrate to Redis Enterprise Cloud</span> </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/architecture/riot-live-migration-redis-enterprise-cloud" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/riot-live-migration-redis-enterprise-cloud" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/riot-live-migration-redis-enterprise-cloud" ><span class="devsite-nav-text" tooltip>Reference architecture</span></a></li><li class="devsite-nav-item"><a href="/architecture/riot-live-migration-redis-enterprise-cloud/deployment" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/riot-live-migration-redis-enterprise-cloud/deployment" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/riot-live-migration-redis-enterprise-cloud/deployment" ><span class="devsite-nav-text" tooltip>Deploy the architecture</span></a></li><li class="devsite-nav-item"><a href="/architecture/riot-live-migration-redis-enterprise-cloud/assessment" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/riot-live-migration-redis-enterprise-cloud/assessment" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/riot-live-migration-redis-enterprise-cloud/assessment" ><span class="devsite-nav-text" tooltip>Define migration scope</span></a></li></ul></div></li></ul></div></li></ul></div></li> <li class="devsite-nav-item devsite-nav-expandable devsite-nav-accordion"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> <span class="devsite-nav-text" tooltip>Monitoring and logging</span> </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/architecture/monitoring" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/monitoring" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/monitoring" ><span class="devsite-nav-text" tooltip>Content overview</span></a></li><li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> <span class="devsite-nav-text" tooltip>Export logs and metrics</span> </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/architecture/monitoring-metric-export" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/monitoring-metric-export" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/monitoring-metric-export" ><span class="devsite-nav-text" tooltip>Cloud Monitoring metric export</span></a></li><li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> <span class="devsite-nav-text" tooltip>Import logs from Cloud Storage to Cloud Logging</span> </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/architecture/import-logs-from-storage-to-logging" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/import-logs-from-storage-to-logging" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/import-logs-from-storage-to-logging" ><span class="devsite-nav-text" tooltip>Reference architecture</span></a></li><li class="devsite-nav-item"><a href="/architecture/import-logs-from-storage-to-logging/deployment" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/import-logs-from-storage-to-logging/deployment" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/import-logs-from-storage-to-logging/deployment" ><span class="devsite-nav-text" tooltip>Deploy the architecture</span></a></li></ul></div></li><li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> <span class="devsite-nav-text" tooltip>Stream logs from Google Cloud to Splunk</span> </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/architecture/stream-logs-from-google-cloud-to-splunk" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/stream-logs-from-google-cloud-to-splunk" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/stream-logs-from-google-cloud-to-splunk" ><span class="devsite-nav-text" tooltip>Reference architecture</span></a></li><li class="devsite-nav-item"><a href="/architecture/stream-logs-from-google-cloud-to-splunk/deployment" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/stream-logs-from-google-cloud-to-splunk/deployment" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/stream-logs-from-google-cloud-to-splunk/deployment" ><span class="devsite-nav-text" tooltip>Deploy the architecture</span></a></li></ul></div></li></ul></div></li><li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> <span class="devsite-nav-text" tooltip>Hybrid and multicloud monitoring</span> </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/architecture/hybrid-and-multi-cloud-monitoring-and-logging-patterns" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/hybrid-and-multi-cloud-monitoring-and-logging-patterns" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/hybrid-and-multi-cloud-monitoring-and-logging-patterns" ><span class="devsite-nav-text" tooltip>Hybrid and multicloud monitoring and logging patterns</span></a></li><li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> <span class="devsite-nav-text" tooltip>Log and monitor on-premises resources with BindPlane</span> </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/architecture/logging-and-monitoring-on-premises-resources-with-bindplane" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/logging-and-monitoring-on-premises-resources-with-bindplane" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/logging-and-monitoring-on-premises-resources-with-bindplane" ><span class="devsite-nav-text" tooltip>Overview</span></a></li><li class="devsite-nav-item"><a href="/architecture/logging-on-premises-resources-with-bindplane" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/logging-on-premises-resources-with-bindplane" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/logging-on-premises-resources-with-bindplane" ><span class="devsite-nav-text" tooltip>Log on-premises resources</span></a></li><li class="devsite-nav-item"><a href="/architecture/monitoring-on-premises-resources-with-bindplane" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/monitoring-on-premises-resources-with-bindplane" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/monitoring-on-premises-resources-with-bindplane" ><span class="devsite-nav-text" tooltip>Monitor on-premises resources</span></a></li></ul></div></li></ul></div></li><li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> <span class="devsite-nav-text" tooltip>Performance monitoring</span> </div><ul class="devsite-nav-section"><li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> <span class="devsite-nav-text" tooltip>Use distributed tracing to observe microservice latency</span> </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/architecture/use-distributed-tracing-to-observe-microservice-latency-with-opentelemetry-and-cloud-trace" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/use-distributed-tracing-to-observe-microservice-latency-with-opentelemetry-and-cloud-trace" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/use-distributed-tracing-to-observe-microservice-latency-with-opentelemetry-and-cloud-trace" ><span class="devsite-nav-text" tooltip>Reference architecture</span></a></li><li class="devsite-nav-item"><a href="/architecture/use-distributed-tracing-to-observe-microservice-latency-with-opentelemetry-and-cloud-trace/deployment" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/use-distributed-tracing-to-observe-microservice-latency-with-opentelemetry-and-cloud-trace/deployment" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/use-distributed-tracing-to-observe-microservice-latency-with-opentelemetry-and-cloud-trace/deployment" ><span class="devsite-nav-text" tooltip>Deploy the architecture</span></a></li></ul></div></li></ul></div></li></ul></div></li> <li class="devsite-nav-item devsite-nav-expandable devsite-nav-accordion"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> <span class="devsite-nav-text" tooltip>Networking</span> </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/architecture/networking" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/networking" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/networking" ><span class="devsite-nav-text" tooltip>Content overview</span></a></li><li class="devsite-nav-item"><a href="/architecture/best-practices-vpc-design" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/best-practices-vpc-design" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/best-practices-vpc-design" ><span class="devsite-nav-text" tooltip>Best practices and reference architectures for VPC design</span></a></li><li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> <span class="devsite-nav-text" tooltip>Connect</span> </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/architecture/deploy-hub-spoke-vpc-network-topology" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/deploy-hub-spoke-vpc-network-topology" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/deploy-hub-spoke-vpc-network-topology" ><span class="devsite-nav-text" tooltip>Hub-and-spoke network architecture</span></a></li><li class="devsite-nav-item"><a href="/architecture/patterns-for-connecting-other-csps-with-gcp" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/patterns-for-connecting-other-csps-with-gcp" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/patterns-for-connecting-other-csps-with-gcp" ><span class="devsite-nav-text" tooltip>Patterns for connecting other cloud service providers with Google Cloud</span></a></li><li class="devsite-nav-item"><a href="/architecture/building-internet-connectivity-for-private-vms" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/building-internet-connectivity-for-private-vms" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/building-internet-connectivity-for-private-vms" ><span class="devsite-nav-text" tooltip>Building internet connectivity for private VMs</span></a></li></ul></div></li><li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> <span class="devsite-nav-text" tooltip>Secure</span> </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/architecture/partners/use-terraform-to-deploy-a-fortigate-ngfw" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/partners/use-terraform-to-deploy-a-fortigate-ngfw" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/partners/use-terraform-to-deploy-a-fortigate-ngfw" ><span class="devsite-nav-text" tooltip>Deploy FortiGate-VM Next Generation Firewall using Terraform</span></a></li><li class="devsite-nav-item"><a href="/architecture/partners/fortigate-architecture-in-cloud" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/partners/fortigate-architecture-in-cloud" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/partners/fortigate-architecture-in-cloud" ><span class="devsite-nav-text" tooltip>Fortigate architecture in Google Cloud</span></a></li><li class="devsite-nav-item"><a href="/architecture/partners/palo-alto-networks-ngfw" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/partners/palo-alto-networks-ngfw" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/partners/palo-alto-networks-ngfw" ><span class="devsite-nav-text" tooltip>Secure virtual private cloud networks with the Palo Alto VM-Series NGFW</span></a></li><li class="devsite-nav-item"><a href="/architecture/gcve-advanced-network-security" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/gcve-advanced-network-security" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/gcve-advanced-network-security" ><span class="devsite-nav-text" tooltip>VMware Engine network security using centralized appliances</span></a></li><li class="devsite-nav-item"><a href="/architecture/network-controls-limit-access-individually-approved-apis" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/network-controls-limit-access-individually-approved-apis" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/network-controls-limit-access-individually-approved-apis" ><span class="devsite-nav-text" tooltip>Controls to restrict access to individually approved APIs</span></a></li></ul></div></li><li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> <span class="devsite-nav-text" tooltip>Observe</span> </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/architecture/deploy-network-telemetry-blueprint" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/deploy-network-telemetry-blueprint" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/deploy-network-telemetry-blueprint" ><span class="devsite-nav-text" tooltip>Deploy network monitoring and telemetry capabilities in Google Cloud</span></a></li></ul></div></li></ul></div></li> <li class="devsite-nav-item devsite-nav-expandable devsite-nav-accordion"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> <span class="devsite-nav-text" tooltip>Reliability and disaster recovery</span> </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/architecture/reliability" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/reliability" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/reliability" ><span class="devsite-nav-text" tooltip>Content overview</span></a></li><li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> <span class="devsite-nav-text" tooltip>Infrastructure reliability guide</span> </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/architecture/infra-reliability-guide" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/infra-reliability-guide" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/infra-reliability-guide" ><span class="devsite-nav-text" tooltip>Overview of reliability</span></a></li><li class="devsite-nav-item"><a href="/architecture/infra-reliability-guide/building-blocks" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/infra-reliability-guide/building-blocks" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/infra-reliability-guide/building-blocks" ><span class="devsite-nav-text" tooltip>Building blocks of reliability</span></a></li><li class="devsite-nav-item"><a href="/architecture/infra-reliability-guide/requirements" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/infra-reliability-guide/requirements" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/infra-reliability-guide/requirements" ><span class="devsite-nav-text" tooltip>Assess reliability requirements</span></a></li><li class="devsite-nav-item"><a href="/architecture/infra-reliability-guide/design" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/infra-reliability-guide/design" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/infra-reliability-guide/design" ><span class="devsite-nav-text" tooltip>Design reliable infrastructure</span></a></li><li class="devsite-nav-item"><a href="/architecture/infra-reliability-guide/traffic-load" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/infra-reliability-guide/traffic-load" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/infra-reliability-guide/traffic-load" ><span class="devsite-nav-text" tooltip>Manage traffic and load</span></a></li><li class="devsite-nav-item"><a href="/architecture/infra-reliability-guide/manage-and-monitor" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/infra-reliability-guide/manage-and-monitor" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/infra-reliability-guide/manage-and-monitor" ><span class="devsite-nav-text" tooltip>Manage and monitor infrastructure</span></a></li><li class="devsite-nav-item"><a href="/architecture/infra-reliability-guide/whats-next" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/infra-reliability-guide/whats-next" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/infra-reliability-guide/whats-next" ><span class="devsite-nav-text" tooltip>What's next</span></a></li></ul></div></li><li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> <span class="devsite-nav-text" tooltip>Disaster recovery planning guide</span> </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/architecture/dr-scenarios-planning-guide" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/dr-scenarios-planning-guide" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/dr-scenarios-planning-guide" ><span class="devsite-nav-text" tooltip>Overview</span></a></li><li class="devsite-nav-item"><a href="/architecture/dr-scenarios-building-blocks" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/dr-scenarios-building-blocks" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/dr-scenarios-building-blocks" ><span class="devsite-nav-text" tooltip>Building blocks</span></a></li><li class="devsite-nav-item"><a href="/architecture/dr-scenarios-for-data" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/dr-scenarios-for-data" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/dr-scenarios-for-data" ><span class="devsite-nav-text" tooltip>Scenarios for data</span></a></li><li class="devsite-nav-item"><a href="/architecture/dr-scenarios-for-applications" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/dr-scenarios-for-applications" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/dr-scenarios-for-applications" ><span class="devsite-nav-text" tooltip>Scenarios for applications</span></a></li><li class="devsite-nav-item"><a href="/architecture/architecting-disaster-recovery-for-locality-restricted-workloads" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/architecting-disaster-recovery-for-locality-restricted-workloads" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/architecting-disaster-recovery-for-locality-restricted-workloads" ><span class="devsite-nav-text" tooltip>Architecting for locality-restricted workloads</span></a></li><li class="devsite-nav-item"><a href="/architecture/dr-scenarios-locality-restricted-data-analytics" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/dr-scenarios-locality-restricted-data-analytics" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/dr-scenarios-locality-restricted-data-analytics" ><span class="devsite-nav-text" tooltip>Use cases: locality-restricted data analytics applications</span></a></li><li class="devsite-nav-item"><a href="/architecture/disaster-recovery" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/disaster-recovery" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/disaster-recovery" ><span class="devsite-nav-text" tooltip>Architecting for cloud infrastructure outages</span></a></li></ul></div></li><li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> <span class="devsite-nav-text" tooltip>Application availability</span> </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/architecture/reliability/load-balanced-vms" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/reliability/load-balanced-vms" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/reliability/load-balanced-vms" ><span class="devsite-nav-text" tooltip>Load balanced managed VMs</span></a></li><li class="devsite-nav-item"><a href="/architecture/patterns-for-floating-ip-addresses-in-compute-engine" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/patterns-for-floating-ip-addresses-in-compute-engine" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/patterns-for-floating-ip-addresses-in-compute-engine" ><span class="devsite-nav-text" tooltip>Patterns for using floating IP addresses in Compute Engine</span></a></li></ul></div></li><li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> <span class="devsite-nav-text" tooltip>Data availability</span> </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/architecture/partners/continuous-data-replication-cloud-spanner-striim" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/partners/continuous-data-replication-cloud-spanner-striim" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/partners/continuous-data-replication-cloud-spanner-striim" ><span class="devsite-nav-text" tooltip>Continuous data replication to Cloud Spanner using Striim</span></a></li><li class="devsite-nav-item"><a href="/architecture/partners/google-workspace-backup-with-afi-ai" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/partners/google-workspace-backup-with-afi-ai" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/partners/google-workspace-backup-with-afi-ai" ><span class="devsite-nav-text" tooltip>Google Workspace Backup with Afi.ai</span></a></li><li class="devsite-nav-item"><a href="/architecture/architectures-high-availability-postgresql-clusters-compute-engine" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/architectures-high-availability-postgresql-clusters-compute-engine" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/architectures-high-availability-postgresql-clusters-compute-engine" ><span class="devsite-nav-text" tooltip>High availability of PostgreSQL clusters on Compute Engine</span></a></li></ul></div></li><li class="devsite-nav-item"><a href="/architecture/business-continuity-with-cicd-on-google-cloud" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/business-continuity-with-cicd-on-google-cloud" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/business-continuity-with-cicd-on-google-cloud" ><span class="devsite-nav-text" tooltip>Business continuity with CI/CD on Google Cloud</span></a></li></ul></div></li> <li class="devsite-nav-item devsite-nav-expandable devsite-nav-accordion"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> <span class="devsite-nav-text" tooltip>Security and IAM</span> </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/architecture/security-iam" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/security-iam" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/security-iam" ><span class="devsite-nav-text" tooltip>Content overview</span></a></li><li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> <span class="devsite-nav-text" tooltip>Identity and access management overview</span> </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/architecture/identity" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/identity" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/identity" ><span class="devsite-nav-text" tooltip>Overview</span></a></li><li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> <span class="devsite-nav-text" tooltip>Concepts</span> </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/architecture/identity/overview-google-authentication" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/identity/overview-google-authentication" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/identity/overview-google-authentication" ><span class="devsite-nav-text" tooltip>Overview of Google identity management</span></a></li><li class="devsite-nav-item"><a href="/architecture/identity/reference-architectures" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/identity/reference-architectures" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/identity/reference-architectures" ><span class="devsite-nav-text" tooltip>Reference architectures</span></a></li><li class="devsite-nav-item"><a href="/architecture/identity/single-sign-on" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/identity/single-sign-on" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/identity/single-sign-on" ><span class="devsite-nav-text" tooltip>Single sign-on</span></a></li></ul></div></li><li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> <span class="devsite-nav-text" tooltip>Best practices</span> </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/architecture/identity/best-practices-for-planning" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/identity/best-practices-for-planning" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/identity/best-practices-for-planning" ><span class="devsite-nav-text" tooltip>Best practices for planning accounts and organizations</span></a></li><li class="devsite-nav-item"><a href="/architecture/identity/best-practices-for-federating" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/identity/best-practices-for-federating" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/identity/best-practices-for-federating" ><span class="devsite-nav-text" tooltip>Best practices for federating Google Cloud with an external identity provider</span></a></li></ul></div></li><li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> <span class="devsite-nav-text" tooltip>Assess and plan</span> </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/architecture/identity/overview-assess-and-plan" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/identity/overview-assess-and-plan" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/identity/overview-assess-and-plan" ><span class="devsite-nav-text" tooltip>Plan the onboarding process</span></a></li><li class="devsite-nav-item"><a href="/architecture/identity/federating-gcp-with-active-directory-introduction" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/identity/federating-gcp-with-active-directory-introduction" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/identity/federating-gcp-with-active-directory-introduction" ><span class="devsite-nav-text" tooltip>Federate with Active Directory</span></a></li><li class="devsite-nav-item"><a href="/architecture/identity/federating-gcp-with-azure-active-directory" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/identity/federating-gcp-with-azure-active-directory" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/identity/federating-gcp-with-azure-active-directory" ><span class="devsite-nav-text" tooltip>Federate with Microsoft Entra ID</span></a></li><li class="devsite-nav-item"><a href="/architecture/identity/assessing-existing-user-accounts" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/identity/assessing-existing-user-accounts" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/identity/assessing-existing-user-accounts" ><span class="devsite-nav-text" tooltip>Assess existing user accounts</span></a></li><li class="devsite-nav-item"><a href="/architecture/identity/assessing-onboarding-plans" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/identity/assessing-onboarding-plans" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/identity/assessing-onboarding-plans" ><span class="devsite-nav-text" tooltip>Assess onboarding plans</span></a></li><li class="devsite-nav-item"><a href="/architecture/identity/assessing-consolidation-impact-on-federation" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/identity/assessing-consolidation-impact-on-federation" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/identity/assessing-consolidation-impact-on-federation" ><span class="devsite-nav-text" tooltip>Assess the impact of user account consolidation on federation</span></a></li></ul></div></li><li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> <span class="devsite-nav-text" tooltip>Deploy</span> </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/architecture/identity/preparing-your-g-suite-or-cloud-identity-account" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/identity/preparing-your-g-suite-or-cloud-identity-account" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/identity/preparing-your-g-suite-or-cloud-identity-account" ><span class="devsite-nav-text" tooltip>Prepare your Google Workspace or Cloud Identity account</span></a></li><li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> <span class="devsite-nav-text" tooltip>Set up federation</span> </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/architecture/identity/federating-gcp-with-azure-ad-configuring-provisioning-and-single-sign-on" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/identity/federating-gcp-with-azure-ad-configuring-provisioning-and-single-sign-on" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/identity/federating-gcp-with-azure-ad-configuring-provisioning-and-single-sign-on" ><span class="devsite-nav-text" tooltip>Microsoft Entra ID user provisioning and single sign-on</span></a></li><li class="devsite-nav-item"><a href="/architecture/identity/azure-ad-b2b-user-provisioning-and-sso" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/identity/azure-ad-b2b-user-provisioning-and-sso" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/identity/azure-ad-b2b-user-provisioning-and-sso" ><span class="devsite-nav-text" tooltip>Microsoft Entra ID B2B user provisioning and single sign-on</span></a></li><li class="devsite-nav-item"><a href="/architecture/identity/integrating-google-services-and-apps-with-azure-ad-portal" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/identity/integrating-google-services-and-apps-with-azure-ad-portal" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/identity/integrating-google-services-and-apps-with-azure-ad-portal" ><span class="devsite-nav-text" tooltip>Microsoft Entra ID My Apps portal integration</span></a></li><li class="devsite-nav-item"><a href="/architecture/identity/federating-gcp-with-active-directory-synchronizing-user-accounts" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/identity/federating-gcp-with-active-directory-synchronizing-user-accounts" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/identity/federating-gcp-with-active-directory-synchronizing-user-accounts" ><span class="devsite-nav-text" tooltip>Active Directory user account provisioning</span></a></li><li class="devsite-nav-item"><a href="/architecture/identity/federating-gcp-with-active-directory-configuring-single-sign-on" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/identity/federating-gcp-with-active-directory-configuring-single-sign-on" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/identity/federating-gcp-with-active-directory-configuring-single-sign-on" ><span class="devsite-nav-text" tooltip>Active Directory single sign-on</span></a></li><li class="devsite-nav-item"><a href="/architecture/identity/keycloak-single-sign-on" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/identity/keycloak-single-sign-on" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/identity/keycloak-single-sign-on" ><span class="devsite-nav-text" tooltip>Keycloak single sign-on</span></a></li><li class="devsite-nav-item"><a href="/architecture/identity/okta-provisioning-and-single-sign-on" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/identity/okta-provisioning-and-single-sign-on" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/identity/okta-provisioning-and-single-sign-on" ><span class="devsite-nav-text" tooltip>Okta user provisioning and single sign-on</span></a></li></ul></div></li><li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> <span class="devsite-nav-text" tooltip>Consolidate accounts</span> </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/architecture/identity/overview-consolidating-accounts" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/identity/overview-consolidating-accounts" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/identity/overview-consolidating-accounts" ><span class="devsite-nav-text" tooltip>Overview</span></a></li><li class="devsite-nav-item"><a href="/architecture/identity/migrating-consumer-accounts" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/identity/migrating-consumer-accounts" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/identity/migrating-consumer-accounts" ><span class="devsite-nav-text" tooltip>Migrate consumer accounts</span></a></li><li class="devsite-nav-item"><a href="/architecture/identity/evicting-consumer-accounts" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/identity/evicting-consumer-accounts" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/identity/evicting-consumer-accounts" ><span class="devsite-nav-text" tooltip>Evict unwanted consumer accounts</span></a></li><li class="devsite-nav-item"><a href="/architecture/identity/sanitizing-gmail-accounts" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/identity/sanitizing-gmail-accounts" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/identity/sanitizing-gmail-accounts" ><span class="devsite-nav-text" tooltip>Sanitize Gmail accounts</span></a></li><li class="devsite-nav-item"><a href="/architecture/identity/removing-gmail-from-consumer-accounts" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/identity/removing-gmail-from-consumer-accounts" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/identity/removing-gmail-from-consumer-accounts" ><span class="devsite-nav-text" tooltip>Remove Gmail from consumer accounts</span></a></li><li class="devsite-nav-item"><a href="/architecture/identity/reconciling-orphaned-managed-user-accounts" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/identity/reconciling-orphaned-managed-user-accounts" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/identity/reconciling-orphaned-managed-user-accounts" ><span class="devsite-nav-text" tooltip>Reconcile orphaned managed user accounts</span></a></li></ul></div></li></ul></div></li><li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> <span class="devsite-nav-text" tooltip>Resources</span> </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/architecture/identity/example-announcement" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/identity/example-announcement" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/identity/example-announcement" ><span class="devsite-nav-text" tooltip>Example announcement</span></a></li></ul></div></li></ul></div></li><li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> <span class="devsite-nav-text" tooltip>Application security</span> </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/architecture/best-practices-securing-applications-and-apis-using-apigee" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/best-practices-securing-applications-and-apis-using-apigee" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/best-practices-securing-applications-and-apis-using-apigee" ><span class="devsite-nav-text" tooltip>Best practices for securing your applications and APIs using Apigee</span></a></li><li class="devsite-nav-item"><a href="/architecture/design-secure-deployment-pipelines-bp" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/design-secure-deployment-pipelines-bp" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/design-secure-deployment-pipelines-bp" ><span class="devsite-nav-text" tooltip>Design secure deployment pipelines</span></a></li><li class="devsite-nav-item"><a href="/architecture/deploy-programmable-gfe-cloud-armor-lb-cdn" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/deploy-programmable-gfe-cloud-armor-lb-cdn" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/deploy-programmable-gfe-cloud-armor-lb-cdn" ><span class="devsite-nav-text" tooltip>Use Google Cloud Armor, load balancing, and Cloud CDN to deploy programmable global front ends</span></a></li><li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> <span class="devsite-nav-text" tooltip>Secured serverless architecture</span> </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/architecture/serverless-functions-blueprint" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/serverless-functions-blueprint" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/serverless-functions-blueprint" ><span class="devsite-nav-text" tooltip>Architecture using Cloud Functions</span></a></li><li class="devsite-nav-item"><a href="/architecture/serverless-blueprint" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/serverless-blueprint" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/serverless-blueprint" ><span class="devsite-nav-text" tooltip>Architecture using Cloud Run</span></a></li></ul></div></li></ul></div></li><li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> <span class="devsite-nav-text" tooltip>Authentication and authorization</span> </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/architecture/manage-just-in-time-privileged-access-to-project" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/manage-just-in-time-privileged-access-to-project" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/manage-just-in-time-privileged-access-to-project" ><span class="devsite-nav-text" tooltip>Manage just-in-time privileged access to projects</span></a></li></ul></div></li><li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> <span class="devsite-nav-text" tooltip>Compliance</span> </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/architecture/configure-networks-fedramp-dod-google-cloud" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/configure-networks-fedramp-dod-google-cloud" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/configure-networks-fedramp-dod-google-cloud" ><span class="devsite-nav-text" tooltip>Configure networks for FedRAMP and DoD in Google Cloud</span></a></li><li class="devsite-nav-item"><a href="/architecture/fedramp-implementation-guide" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/fedramp-implementation-guide" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/fedramp-implementation-guide" ><span class="devsite-nav-text" tooltip>Google Cloud FedRAMP implementation guide</span></a></li><li class="devsite-nav-item"><a href="/architecture/limiting-compliance-scope-pci-environments-google-cloud" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/limiting-compliance-scope-pci-environments-google-cloud" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/limiting-compliance-scope-pci-environments-google-cloud" ><span class="devsite-nav-text" tooltip>Limit scope of compliance for PCI environments in Google Cloud</span></a></li><li class="devsite-nav-item"><a href="/architecture/pci-dss-compliance-in-gcp" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/pci-dss-compliance-in-gcp" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/pci-dss-compliance-in-gcp" ><span class="devsite-nav-text" tooltip>PCI Data Security Standard compliance</span></a></li><li class="devsite-nav-item"><a href="/architecture/pci-dss-and-gke-guide" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/pci-dss-and-gke-guide" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/pci-dss-and-gke-guide" ><span class="devsite-nav-text" tooltip>PCI DSS compliance on GKE</span></a></li><li class="devsite-nav-item"><a href="/architecture/gke-pci-dss-blueprint" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/gke-pci-dss-blueprint" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/gke-pci-dss-blueprint" ><span class="devsite-nav-text" tooltip>Security blueprint: PCI on GKE</span></a></li></ul></div></li><li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> <span class="devsite-nav-text" tooltip>Data and identity protection</span> </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/architecture/partners/backing-up-workspace-data-with-spinone" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/partners/backing-up-workspace-data-with-spinone" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/partners/backing-up-workspace-data-with-spinone" ><span class="devsite-nav-text" tooltip>Configure SaaS data protection for Google Workspace data with SpinOne</span></a></li><li class="devsite-nav-item"><a href="/architecture/de-identification-re-identification-pii-using-cloud-dlp" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/de-identification-re-identification-pii-using-cloud-dlp" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/de-identification-re-identification-pii-using-cloud-dlp" ><span class="devsite-nav-text" tooltip>De-identification and re-identification of PII in large-scale datasets using Cloud DLP</span></a></li><li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> <span class="devsite-nav-text" tooltip>Embedded finance solution with Cloudentity</span> </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/architecture/partners/embedded-finance-with-cloudentity" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/partners/embedded-finance-with-cloudentity" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/partners/embedded-finance-with-cloudentity" ><span class="devsite-nav-text" tooltip>Reference architecture</span></a></li><li class="devsite-nav-item"><a href="/architecture/partners/embedded-finance-with-cloudentity/deployment" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/partners/embedded-finance-with-cloudentity/deployment" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/partners/embedded-finance-with-cloudentity/deployment" ><span class="devsite-nav-text" tooltip>Deploy the architecture</span></a></li></ul></div></li><li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> <span class="devsite-nav-text" tooltip>Import data into a secured BigQuery data warehouse</span> </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/architecture/confidential-data-warehouse-blueprint" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/confidential-data-warehouse-blueprint" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/confidential-data-warehouse-blueprint" ><span class="devsite-nav-text" tooltip>Import from a Google Cloud source</span></a></li><li class="devsite-nav-item"><a href="/architecture/secured-data-warehouse-blueprint-onprem" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/secured-data-warehouse-blueprint-onprem" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/secured-data-warehouse-blueprint-onprem" ><span class="devsite-nav-text" tooltip>Import from an external source</span></a></li></ul></div></li><li class="devsite-nav-item"><a href="/architecture/security-log-analytics" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/security-log-analytics" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/security-log-analytics" ><span class="devsite-nav-text" tooltip>Security log analytics in Google Cloud</span></a></li></ul></div></li><li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> <span class="devsite-nav-text" tooltip>Mitigation and avoidance</span> </div><ul class="devsite-nav-section"><li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> <span class="devsite-nav-text" tooltip>Automate malware scanning for files uploaded to Cloud Storage</span> </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/architecture/automate-malware-scanning-for-documents-uploaded-to-cloud-storage" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/automate-malware-scanning-for-documents-uploaded-to-cloud-storage" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/automate-malware-scanning-for-documents-uploaded-to-cloud-storage" ><span class="devsite-nav-text" tooltip>Reference architecture</span></a></li><li class="devsite-nav-item"><a href="/architecture/automate-malware-scanning-for-documents-uploaded-to-cloud-storage/deployment" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/automate-malware-scanning-for-documents-uploaded-to-cloud-storage/deployment" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/automate-malware-scanning-for-documents-uploaded-to-cloud-storage/deployment" ><span class="devsite-nav-text" tooltip>Deploy the architecture</span></a></li></ul></div></li><li class="devsite-nav-item"><a href="/architecture/bps-for-mitigating-gcloud-oauth-tokens" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/bps-for-mitigating-gcloud-oauth-tokens" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/bps-for-mitigating-gcloud-oauth-tokens" ><span class="devsite-nav-text" tooltip>Best practices for mitigating compromised OAuth tokens for Google Cloud CLI</span></a></li><li class="devsite-nav-item"><a href="/architecture/bps-for-protecting-against-crytocurrency-attacks" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/bps-for-protecting-against-crytocurrency-attacks" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/bps-for-protecting-against-crytocurrency-attacks" ><span class="devsite-nav-text" tooltip>Best practices for protecting against cryptocurrency mining attacks</span></a></li><li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> <span class="devsite-nav-text" tooltip>Mitigate ransomware attacks</span> </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/architecture/mitigating-ransomware-attacks" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/mitigating-ransomware-attacks" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/mitigating-ransomware-attacks" ><span class="devsite-nav-text" tooltip>Overview</span></a></li><li class="devsite-nav-item"><a href="/architecture/bps-for-mitigating-ransomware-attacks" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/bps-for-mitigating-ransomware-attacks" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/bps-for-mitigating-ransomware-attacks" ><span class="devsite-nav-text" tooltip>Best practices</span></a></li></ul></div></li><li class="devsite-nav-item"><a href="/architecture/owasp-top-ten-mitigation" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/owasp-top-ten-mitigation" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/owasp-top-ten-mitigation" ><span class="devsite-nav-text" tooltip>OWASP Top 10 2021 mitigation options on Google Cloud</span></a></li><li class="devsite-nav-item"><a href="/architecture/partners/id-prioritize-security-risks-with-wiz" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/partners/id-prioritize-security-risks-with-wiz" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/partners/id-prioritize-security-risks-with-wiz" ><span class="devsite-nav-text" tooltip>Identify and prioritize security risks with Wiz Security Graph and Google Cloud</span></a></li></ul></div></li><li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> <span class="devsite-nav-text" tooltip>Network security</span> </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/architecture/partners/palo-alto-networks-ngfw" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/partners/palo-alto-networks-ngfw" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/partners/palo-alto-networks-ngfw" ><span class="devsite-nav-text" tooltip>Secure virtual private cloud networks with the Palo Alto VM-Series NGFW</span></a></li></ul></div></li></ul></div></li> <li class="devsite-nav-item devsite-nav-expandable devsite-nav-accordion"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> <span class="devsite-nav-text" tooltip>Storage</span> </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/architecture/storage" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/storage" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/storage" ><span class="devsite-nav-text" tooltip>Content overview</span></a></li><li class="devsite-nav-item"><a href="/architecture/storage-advisor" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/storage-advisor" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/storage-advisor" ><span class="devsite-nav-text" tooltip>Design an optimal storage strategy for your cloud workload</span></a></li><li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> <span class="devsite-nav-text" tooltip>Storage applications</span> </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/architecture/deploy-nfs-caching-proxy-compute-engine" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/deploy-nfs-caching-proxy-compute-engine" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/deploy-nfs-caching-proxy-compute-engine" ><span class="devsite-nav-text" tooltip>Deploy a kernel space NFS caching proxy in Compute Engine</span></a></li><li class="devsite-nav-item"><a href="/architecture/filers-on-compute-engine" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/filers-on-compute-engine" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/filers-on-compute-engine" ><span class="devsite-nav-text" tooltip>File storage on Compute Engine</span></a></li><li class="devsite-nav-item"><a href="/architecture/parallel-file-systems-for-hpc" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/parallel-file-systems-for-hpc" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/parallel-file-systems-for-hpc" ><span class="devsite-nav-text" tooltip>Parallel file systems for HPC workloads</span></a></li></ul></div></li></ul></div></li> </ul> <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 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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" 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project-icon="https://www.gstatic.com/devrel-devsite/prod/v870e399c64f7c43c99a3043db4b3a74327bb93d0914e84a0c3dba90bbfd67625/cloud/images/favicons/onecloud/super_cloud.png" > <button> Send feedback </button> </devsite-feedback> <h1 class="devsite-page-title" tabindex="-1"> Multi-regional deployment on Compute Engine </h1> <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> <div class="devsite-page-title-meta"><devsite-view-release-notes></devsite-view-release-notes></div> <devsite-toc class="devsite-nav" depth="2" devsite-toc-embedded > </devsite-toc> <div class="devsite-article-body clearfix "> <div class="last-reviewed">Last reviewed 2024-02-20 UTC</div> <p>This document provides a reference architecture for a multi-tier application that runs on Compute Engine VMs in multiple regions in Google Cloud. The document also provides guidance to help you build an architecture that uses other Google Cloud infrastructure services. It describes the design factors that you should consider when you build a multi-regional architecture for your cloud applications. The intended audience for this document is cloud architects.</p> <h2 id="architecture" data-text="Architecture" tabindex="-1">Architecture</h2> <p><a href="#figure-1" track-type="solution" track-name="internalLink" track-metadata-position="body">Figure 1</a> shows an architecture for an application that runs in active-active mode in isolated stacks that are deployed across two Google Cloud regions. In each region, the application runs independently in three zones. The architecture is aligned with the <a href="/architecture/deployment-archetypes/multiregional" track-type="solution" track-name="internalLink" track-metadata-position="body">multi-regional deployment archetype</a>, which ensures that your Google Cloud topology is robust against zone and region outages and that it provides low latency for application users.</p> <p><img id="figure-1" src="/static/architecture/images/multiregional-ra-gclb.svg" data-modal-dialog-id="multiregional-ra-gclb" alt="Multi-regional architecture using a global load balancer"></p> <devsite-lightbox id="multiregional-ra-gclb"> <img src="/static/architecture/images/multiregional-ra-gclb.svg"> </devsite-lightbox></p> <p><strong>Figure 1</strong>. A global load balancer routes user requests to regionally isolated application stacks.</p> <p>The architecture is based on the infrastructure as a service (IaaS) cloud model. You provision the required infrastructure resources (compute, networking, and storage) in Google Cloud, and you retain full control over and responsibility for the operating system, middleware, and higher layers of the application stack. To learn more about IaaS and other cloud models, see <a href="/learn/paas-vs-iaas-vs-saas" track-type="solution" track-name="internalLink" track-metadata-position="body">PaaS vs. IaaS vs. SaaS vs. CaaS: How are they different?</a> </p> <p>The preceding diagram includes the following components:</p> <table> <thead> <tr> <th><strong>Component</strong></th> <th><strong>Purpose</strong></th> </tr> </thead> <tbody> <tr> <td>Global external load balancer</td> <td><p>The global external load balancer receives and distributes user requests to the application. The global external load balancer advertises a single anycast IP address, but it's implemented as a large number of proxies on <a href="/docs/security/infrastructure/design#google-frontend-service" track-type="solution" track-name="internalLink" track-metadata-position="body">Google Front Ends (GFEs)</a>. Client requests are directed to the GFE that's closest to the client.</p> <p>Depending on your requirements, you can use a global external Application Load Balancer or a global external proxy Network Load Balancer. For more information, see <a href="/load-balancing/docs/choosing-load-balancer" track-type="solution" track-name="internalLink" track-metadata-position="body">Choose a load balancer</a>.</p></td> </tr> <tr> <td>Regional <a href="/compute/docs/instance-groups" track-type="solution" track-name="internalLink" track-metadata-position="body">managed instance groups (MIGs)</a> for the web tier</td> <td><p>The web tier of the application is deployed on Compute Engine VMs that are part of regional MIGs. These MIGs are the backends for the global load balancer.</p> <p>Each MIG contains Compute Engine VMs in three different zones. Each of these VMs hosts an independent instance of the web tier of the application.</p></td> </tr> <tr> <td>Regional internal load balancers</td> <td><p>The internal load balancer in each region distributes traffic from the web tier VMs to the application tier VMs in that region.</p> <p>Depending on your requirements, you can use a regional internal Application Load Balancer or Network Load Balancer. For more information, see <a href="/load-balancing/docs/choosing-load-balancer" track-type="solution" track-name="internalLink" track-metadata-position="body">Choose a load balancer</a>.</p></td> </tr> <tr> <td>Regional MIGs for the application tier</td> <td><p>The application tier is deployed on Compute Engine VMs that are part of regional MIGs. The MIG in each region is the backend for the internal load balancer in that region.</p> <p>Each MIG contains Compute Engine VMs in three different zones. Each VM hosts an independent instance of the application tier.</p></td> </tr> <tr> <td>Third-party database deployed on Compute Engine VMs</td> <td><p>A third-party database (such as <a href="https://www.postgresql.org/" track-type="solution" track-name="externalLink" track-metadata-position="body">PostgreSQL</a>) is deployed on Compute Engine VMs in the two regions. You can set up cross-region replication for the databases and configure the database in each region to fail over to the database in the other region. The replication and failover capabilities depend on the database that you use.</p> <p>Installing and managing a third-party database involves additional effort and operational cost for replication, applying updates, monitoring, and ensuring availability. You can avoid the overhead of installing and managing a third-party database and take advantage of built-in high availability (HA) features by using a fully managed database like a <a href="/spanner/docs/instance-configurations#multi-region-configurations" track-type="solution" track-name="internalLink" track-metadata-position="body">multi-region Spanner instance</a>.</p></td> </tr> <tr> <td><a href="/vpc/docs/vpc" track-type="solution" track-name="internalLink" track-metadata-position="body">Virtual Private Cloud network</a> and <a href="/vpc/docs/subnets" track-type="solution" track-name="internalLink" track-metadata-position="body">subnets</a></td> <td>All the Google Cloud resources in the architecture use a single VPC network that has subnets in two different regions.</td> </tr> <tr> <td><a href="/storage/docs/introduction" track-type="solution" track-name="internalLink" track-metadata-position="body">Cloud Storage</a> dual-region buckets</td> <td>Backups of application data are stored in dual-region Cloud Storage buckets. Alternatively, you can use <a href="/backup-disaster-recovery/docs/concepts/backup-dr" track-type="solution" track-name="internalLink" track-metadata-position="body">Backup and DR Service</a> to create, store, and manage the database backups.</td> </tr> </tbody> </table> <h2 id="use_cases" data-text="Use cases" tabindex="-1">Use cases</h2> <p>This section describes use cases for which a multi-regional deployment on Compute Engine is an appropriate choice.</p> <h3 id="efficient_migration_of_on-premises_applications" data-text="Efficient migration of on-premises applications" tabindex="-1">Efficient migration of on-premises applications</h3> <p>You can use this reference architecture to build a Google Cloud topology to <a href="/architecture/migration-to-gcp-getting-started#rehost_lift_and_shift" track-type="solution" track-name="internalLink" track-metadata-position="body">rehost (lift and shift)</a> on-premises applications to the cloud with minimal changes to the applications. All the tiers of the application in this reference architecture are hosted on Compute Engine VMs. This approach lets you migrate on-premises applications efficiently to the cloud and take advantage of the cost benefits, reliability, performance, and operational simplicity that Google Cloud provides.</p> <h3 id="high_availability_for_geo-dispersed_users" data-text="High availability for geo-dispersed users" tabindex="-1">High availability for geo-dispersed users</h3> <p>We recommend a multi-regional deployment for applications that are business-critical and where high availability and robustness against region outages are essential. If a region becomes unavailable for any reason (even a large-scale disruption caused by a natural disaster), users of the application don't experience any downtime. Traffic is routed to the application in the other available regions. If data is replicated synchronously, the recovery time objective (RTO) is near zero.</p> <h3 id="low_latency_for_application_users" data-text="Low latency for application users" tabindex="-1">Low latency for application users</h3> <p>If your users are within a specific geographical area, such as a continent, you can use a multi-regional deployment to achieve an optimal balance between availability and performance. When one of the regions has an outage, the global load balancer sends requests that originate in that region to another region. Users don't perceive significant performance impact because the regions are within a geographical area.</p> <h2 id="design_alternative" data-text="Design alternative" tabindex="-1">Design alternative</h2> <p>An architecture that uses a global load balancer (<a href="#figure-1" track-type="solution" track-name="internalLink" track-metadata-position="body">figure 1</a>) supports certain features that help you to enhance the reliability of your deployments, such as edge caching using <a href="/cdn/docs/overview" track-type="solution" track-name="internalLink" track-metadata-position="body">Cloud CDN</a>. This section presents an alternative architecture that uses regional load balancers and Cloud DNS, as shown in <a href="#figure-2" track-type="solution" track-name="internalLink" track-metadata-position="body">figure 2</a>. This alternative architecture supports the following additional features:</p> <ul> <li>Transport Layer Security (TLS) termination in specified regions.</li> <li>Ability to serve content from the region that you specify. However, that region might not be the best performing region at a given time.</li> <li>A wider range of connection protocols if you use a <a href="/load-balancing/docs/passthrough-network-load-balancer" track-type="solution" track-name="internalLink" track-metadata-position="body">Passthrough Network Load Balancer</a>.</li> </ul> <p>For more information about the differences between regional and global load balancers, see the following documentation:</p> <ul> <li><a href="/load-balancing/docs/choosing-load-balancer#global-regional" track-type="solution" track-name="internalLink" track-metadata-position="body">Global versus regional load balancing</a> in "Choose a load balancer"</li> <li><a href="/load-balancing/docs/https#load-balancer-mode" track-type="solution" track-name="internalLink" track-metadata-position="body">Modes of operation</a> in "External Application Load Balancer overview"</li> </ul> <p><img id="figure-2" src="/static/architecture/images/multiregional-ra-dns-with-regional-lb.svg" data-modal-dialog-id="multiregional-ra-dns-with-regional-lb" alt="Multi-regional architecture using regional load balancers and DNS."></p> <devsite-lightbox id="multiregional-ra-dns-with-regional-lb"> <img src="/static/architecture/images/multiregional-ra-dns-with-regional-lb.svg"> </devsite-lightbox></p> <p><strong>Figure 2.</strong> Cloud DNS routes user requests to regional load balancers.</p> <p>Like the architecture in figure 1, the architecture in figure 2 is robust against zone and region outages. A <a href="/dns/docs/overview" track-type="solution" track-name="internalLink" track-metadata-position="body">Cloud DNS</a> public zone routes user requests to the appropriate region. Regional external load balancers receive user requests and distribute them across the web tier instances of the application within each region. The other components in this architecture are identical to the components in the <a href="#figure-1" track-type="solution" track-name="internalLink" track-metadata-position="body">global load balancer-based architecture</a>.</p> <h2 id="design_considerations" data-text="Design considerations" tabindex="-1">Design considerations</h2> <p>This section provides guidance to help you use this reference architecture to develop an architecture that meets your specific requirements for system design, security and compliance, reliability, operational efficiency, cost, and performance.</p> <aside class="note"><strong>Note:</strong><span> The guidance in this section isn't exhaustive. Depending on the specific requirements of your application and the Google Cloud products and features that you use, there might be additional design factors and trade-offs that you should consider.</span></aside> <h3 id="system_design" data-text="System design" tabindex="-1">System design</h3> <p>This section provides guidance to help you to choose Google Cloud regions for your multi-regional deployment and to select appropriate Google Cloud services.</p> <h4 id="region_selection" data-text="Region selection" tabindex="-1">Region selection</h4> <p>When you choose the Google Cloud regions where your applications must be deployed, consider the following factors and requirements:</p> <ul> <li>Availability of Google Cloud services in each region. For more information, see <a href="/about/locations#products-available-by-location" track-type="solution" track-name="internalLink" track-metadata-position="body">Products available by location</a>.</li> <li>Availability of Compute Engine machine types in each region. For more information, see <a href="/compute/docs/regions-zones#available" track-type="solution" track-name="internalLink" track-metadata-position="body">Regions and zones</a>.</li> <li>End-user latency requirements</li> <li>Cost of Google Cloud resources</li> <li>Cross-regional data transfer costs</li> <li>Regulatory requirements</li> </ul> <p>Some of these factors and requirements might involve trade-offs. For example, the most cost-efficient region might not have the lowest <a href="https://cloud.google.com/carbon-footprint">carbon footprint</a>.</p> <h4 id="compute_services" data-text="Compute services" tabindex="-1">Compute services</h4> <p>The reference architecture in this document uses Compute Engine VMs for all the tiers of the application. Depending on the requirements of your application, you can choose from other Google Cloud compute services:</p> <ul> <li>You can run <a href="/containers" track-type="solution" track-name="internalLink" track-metadata-position="body">containerized</a> applications in <a href="/kubernetes-engine/docs" track-type="solution" track-name="internalLink" track-metadata-position="body">Google Kubernetes Engine (GKE)</a> clusters. GKE is a container-orchestration engine that automates deploying, scaling, and managing containerized applications.</li> <li>If you prefer to focus your IT efforts on your data and applications instead of setting up and operating infrastructure resources, then you can use <a href="/discover/what-is-serverless-computing" track-type="solution" track-name="internalLink" track-metadata-position="body">serverless</a> services like <a href="/run/docs" track-type="solution" track-name="internalLink" track-metadata-position="body">Cloud Run</a> and <a href="/functions/docs" track-type="solution" track-name="internalLink" track-metadata-position="body">Cloud Run functions</a>.</li> </ul> <p>The decision of whether to use VMs, containers, or serverless services involves a trade-off between configuration flexibility and management effort. VMs and containers provide more configuration flexibility, but you're responsible for managing the resources. In a serverless architecture, you deploy workloads to a preconfigured platform that requires minimal management effort. For more information about choosing appropriate compute services for your workloads in Google Cloud, see <a href="https://cloud.google.com/hosting-options" track-type="solution" track-name="internalLink" track-metadata-position="body">Hosting Applications on Google Cloud</a> in the Google Cloud Architecture Framework.</p> <h4 id="storage_services" data-text="Storage services" tabindex="-1">Storage services</h4> <p>The architectures shown in this document use <a href="/compute/docs/disks#repds" track-type="solution" track-name="internalLink" track-metadata-position="body">regional Persistent Disk volumes</a> for all the tiers. Persistent disks provide synchronous replication of data across two zones within a region.</p> <p>Other storage options for multi-regional deployments include Cloud Storage dual-region or multi-region buckets. Objects stored in a dual-region or multi-region bucket are stored redundantly in at least two separate geographic locations. Metadata is written synchronously across regions, and data is replicated asynchronously. For dual-region buckets, you can use <a href="/storage/docs/availability-durability#turbo-replication" track-type="solution" track-name="internalLink" track-metadata-position="body">turbo replication</a>, which ensures that objects are replicated across region pairs, with a recovery point objective (RPO) of 15 minutes. For more information, see <a href="/storage/docs/availability-durability" track-type="solution" track-name="internalLink" track-metadata-position="body">Data availability and durability</a>.</p> <p>To store data that's shared across multiple VMs in a region, such as across all the VMs in the web tier or application tier, you can use a <a href="/filestore/docs/service-tiers#enterprise_tier" track-type="solution" track-name="internalLink" track-metadata-position="body">Filestore Enterprise instance</a>. The data that you store in a Filestore Enterprise instance is replicated synchronously across three zones within the region. This replication ensures <a href="/filestore/sla" track-type="solution" track-name="internalLink" track-metadata-position="body">high availability</a> and robustness against zone outages. You can store shared configuration files, common tools and utilities, and centralized logs in the Filestore instance, and mount the instance on multiple VMs.</p> <p></p> <p>If your database is Microsoft SQL Server, you can deploy a <a href="https://learn.microsoft.com/en-us/sql/sql-server/failover-clusters/windows/always-on-failover-cluster-instances-sql-server" track-type="solution" track-name="externalLink" track-metadata-position="body">failover cluster instance (FCI)</a> and use the fully managed <a href="/netapp/volumes/docs/discover/overview" track-type="solution" track-name="internalLink" track-metadata-position="body">Google Cloud NetApp Volumes</a> to provide continuous availability (CA) SMB storage for the database.</p> <p>When you design storage for your multi-regional workloads, consider the functional characteristics of the workloads, resilience requirements, performance expectations, and cost goals. For more information, see <a href="/architecture/storage-advisor" track-type="solution" track-name="internalLink" track-metadata-position="body">Design an optimal storage strategy for your cloud workload</a>.</p> <h4 id="database_services" data-text="Database services" tabindex="-1">Database services</h4> <p>The reference architecture in this document uses a third-party database, like PostgreSQL, that's deployed on Compute Engine VMs. Installing and managing a third-party database involves effort and cost for operations like applying updates, monitoring and ensuring availability, performing backups, and recovering from failures.</p> <p>You can avoid the effort and cost of installing and managing a third-party database by using a fully managed database service like <a href="/sql/docs" track-type="solution" track-name="internalLink" track-metadata-position="body">Cloud SQL</a>, <a href="/alloydb/docs" track-type="solution" track-name="internalLink" track-metadata-position="body">AlloyDB for PostgreSQL</a>, <a href="/bigtable/docs" track-type="solution" track-name="internalLink" track-metadata-position="body">Bigtable</a>, <a href="/spanner/docs" track-type="solution" track-name="internalLink" track-metadata-position="body">Spanner</a>, or <a href="/firestore/docs" track-type="solution" track-name="internalLink" track-metadata-position="body">Firestore</a>. These Google Cloud database services provide uptime service-level agreements (SLAs), and they include default capabilities for scalability and observability. If your workloads require an Oracle database, you can use <a href="/bare-metal/docs/solutions/oracle/bms-oracle-best-practices" track-type="solution" track-name="internalLink" track-metadata-position="body">Bare Metal Solution</a> provided by Google Cloud. For an overview of the use cases that each Google Cloud database service is suitable for, see <a href="/products/databases" track-type="solution" track-name="internalLink" track-metadata-position="body">Google Cloud databases</a>.</p> <p>When you choose and set up the database for a multi-regional deployment, consider your application's requirements for cross-region data consistency, and be aware of the performance and cost trade-offs.</p> <ul> <li>If the application requires strong consistency (all users must read the same data at all times), then the data must be replicated synchronously across all regions in the architecture. However, synchronous replication can lead to higher cost and decreased performance, because any data that's written must be replicated in real time across the regions before the data is available for read operations.</li> <li>If your application can tolerate eventual consistency, then you can replicate data asynchronously. This can help improve performance because the data doesn't need to be replicated synchronously across regions. However, users in different regions might read different data because the data might not have been fully replicated at the time of the request.</li> </ul> <h3 id="security_and_compliance" data-text="Security and compliance" tabindex="-1">Security and compliance</h3> <p>This section describes factors that you should consider when you use this reference architecture to design and build a multi-regional topology in Google Cloud that meets the security and compliance requirements of your workloads.</p> <h4 id="protection_against_threats" data-text="Protection against threats" tabindex="-1">Protection against threats</h4> <p>To protect your application against threats like distributed denial of service (DDoS) attacks and cross-site scripting (XSS), you can use Google Cloud Armor security policies. Each policy is a set of rules that specifies certain conditions that should be evaluated and actions to take when the conditions are met. For example, a rule could specify that if the incoming traffic's source IP address matches a specific IP address or CIDR range, then the traffic must be denied. In addition, you can apply preconfigured web application firewall (WAF) rules. For more information, see <a href="/armor/docs/security-policy-overview" track-type="solution" track-name="internalLink" track-metadata-position="body">Security policy overview</a>.</p> <h4 id="external_access_for_vms" data-text="External access for VMs" tabindex="-1">External access for VMs</h4> <p>In the reference architecture that this document describes, the VMs that host the application tier, web tier, and databases don't need inbound access from the internet. Don't assign <a href="/load-balancing/docs/backend-service#backend_vms_and_external_ip_addresses" track-type="solution" track-name="internalLink" track-metadata-position="body">external IP addresses</a> to those VMs. Google Cloud resources that have only a private, internal IP address can still access certain Google APIs and services by using Private Service Connect or Private Google Access. For more information, see <a href="/vpc/docs/private-access-options" track-type="solution" track-name="internalLink" track-metadata-position="body">Private access options for services</a>.</p> <p>To enable secure outbound connections from Google Cloud resources that have only private IP addresses, like the Compute Engine VMs in this reference architecture, you can use <a href="/nat/docs/overview" track-type="solution" track-name="internalLink" track-metadata-position="body">Cloud NAT</a>.</p> <h4 id="vm_image_security" data-text="VM image security" tabindex="-1">VM image security</h4> <p>To ensure that your VMs use only approved images (that is, images with software that meets your policy or security requirements), you can define an organization policy that restricts the use of images in specific public image projects. For more information, see <a href="/compute/docs/images/restricting-image-access" track-type="solution" track-name="internalLink" track-metadata-position="body">Setting up trusted image policies</a>.</p> <h4 id="service_account_privileges" data-text="Service account privileges" tabindex="-1">Service account privileges</h4> <p>In Google Cloud projects where the Compute Engine API is enabled, a <a href="/iam/docs/service-account-types#default" track-type="solution" track-name="internalLink" track-metadata-position="body">default service account</a> is created automatically. The default service account is granted the Editor IAM role (<code translate="no" dir="ltr">roles/editor</code>) unless this <a href="/resource-manager/docs/organization-policy/restricting-service-accounts#disable_service_account_default_grants" track-type="solution" track-name="internalLink" track-metadata-position="body">behavior is disabled</a>. By default, the default service account is attached to all VMs that you create by using the Google Cloud CLI or the Google Cloud console. The Editor role includes a broad range of permissions, so attaching the default service account to VMs creates a security risk. To avoid this risk, you can create and use dedicated service accounts for each application. To specify the resources that the service account can access, use fine-grained policies. For more information, see <a href="/iam/docs/best-practices-service-accounts#limit-service-account-privileges" track-type="solution" track-name="internalLink" track-metadata-position="body">Limit service account privileges</a> in "Best practices for using service accounts."</p> <h4 id="data_residency_considerations" data-text="Data residency considerations" tabindex="-1">Data residency considerations</h4> <p>You can use regional load balancers to build a multi-regional architecture that helps you to meet data residency requirements. For example, a country in Europe might require that all user data be stored and accessed in data centers that are located physically within Europe. To meet this requirement, you can use the regional load balancer-based architecture in <a href="#figure-2" track-type="solution" track-name="internalLink" track-metadata-position="body">figure 2</a>. In that architecture, the application runs in <a href="/about/locations#europe" track-type="solution" track-name="internalLink" track-metadata-position="body">Google Cloud regions in Europe</a> and you use Cloud DNS with a <a href="/dns/docs/policies-overview#geo-fenced-policy" track-type="solution" track-name="internalLink" track-metadata-position="body">geofenced routing policy</a> to route traffic through regional load balancers. To meet data residency requirements for the database tier, use a <a href="https://en.wikipedia.org/wiki/Shard_(database_architecture)" track-type="solution" track-name="externalLink" track-metadata-position="body">sharded</a> architecture instead of replication across regions. With this approach, the data in each region is isolated, but you can't implement cross-region high availability and failover for the database.</p> <h4 id="more_security_considerations" data-text="More security considerations" tabindex="-1">More security considerations</h4> <p>When you build the architecture for your workload, consider the platform-level security best practices and recommendations provided in the <a href="/architecture/security-foundations" track-type="solution" track-name="internalLink" track-metadata-position="body">Security foundations blueprint</a>.</p> <h3 id="reliability" data-text="Reliability" tabindex="-1">Reliability</h3> <p>This section describes design factors that you should consider when you use this reference architecture to build and operate reliable infrastructure for your multi-regional deployments in Google Cloud.</p> <h4 id="mig_autoscaling" data-text="MIG autoscaling" tabindex="-1">MIG autoscaling</h4> <p>When you run your application on multiple regional MIGs, the application remains available during isolated zone outages or region outages. The autoscaling capability of stateless MIGs lets you maintain application availability and performance at predictable levels. To control the autoscaling behavior of your stateless MIGs, you can specify target utilization metrics, such as average CPU utilization. You can also configure schedule-based autoscaling for stateless MIGs. <a href="/compute/docs/instance-groups/stateful-migs" track-type="solution" track-name="internalLink" track-metadata-position="body">Stateful MIGs</a> can't be autoscaled. For more information, see <a href="/compute/docs/autoscaler" track-type="solution" track-name="internalLink" track-metadata-position="body">Autoscaling groups of instances</a>.</p> <h4 id="vm_autohealing" data-text="VM autohealing" tabindex="-1">VM autohealing</h4> <p>Sometimes the VMs that host your application might be running and available, but there might be issues with the application itself. It might freeze, crash, or not have sufficient memory. To verify whether an application is responding as expected, you can configure application-based health checks as part of the autohealing policy of your MIGs. If the application on a particular VM isn't responding, the MIG autoheals (repairs) the VM. For more information about configure autohealing, see <a href="/compute/docs/instance-groups/autohealing-instances-in-migs" track-type="solution" track-name="internalLink" track-metadata-position="body">Set up an application health check and autohealing</a>.</p> <h4 id="vm_placement" data-text="VM placement" tabindex="-1">VM placement</h4> <p>In the architecture that this document describes, the application tier and web tier run on Compute Engine VMs that are distributed across multiple zones. This distribution ensures that your application is robust against zone outages. To improve this robustness further, you can create a <a href="/compute/docs/instances/placement-policies-overview" track-type="solution" track-name="internalLink" track-metadata-position="body">spread placement policy</a> and apply it to the MIG template. When the MIG creates VMs, it places the VMs within each zone on different physical servers (called <em>hosts</em>), so your VMs are robust against failures of individual hosts. For more information, see <a href="/compute/docs/instances/use-spread-placement-policies" track-type="solution" track-name="internalLink" track-metadata-position="body">Apply spread placement policies to VMs</a>.</p> <h4 id="vm_capacity_planning" data-text="VM capacity planning" tabindex="-1">VM capacity planning</h4> <p>To make sure that capacity for Compute Engine VMs is available when required, you can create reservations. A reservation provides assured capacity in a specific zone for a specified number of VMs of a machine type that you choose. A reservation can be specific to a project, or shared across multiple projects. For more information about reservations, including billing considerations, see <a href="/compute/docs/instances/reservations-overview" track-type="solution" track-name="internalLink" track-metadata-position="body">Reservations of Compute Engine zonal resources</a>.</p> <h4 id="persistent_disk_state" data-text="Persistent disk state" tabindex="-1">Persistent disk state</h4> <p>A best practice in application design is to avoid the need for stateful local disks. But if the requirement exists, you can configure your persistent disks to be stateful to ensure that the data is preserved when the VMs are repaired or recreated. However, we recommend that you keep the boot disks stateless, so that you can update them easily to the latest images with new versions and security patches. For more information, see <a href="/compute/docs/instance-groups/configuring-stateful-disks-in-migs" track-type="solution" track-name="internalLink" track-metadata-position="body">Configuring stateful persistent disks in MIGs</a>.</p> <h4 id="data_durability" data-text="Data durability" tabindex="-1">Data durability</h4> <p>You can use <a href="/backup-disaster-recovery" track-type="solution" track-name="internalLink" track-metadata-position="body">Backup and DR</a> to create, store, and manage backups of the Compute Engine VMs. Backup and DR stores backup data in its original, application-readable format. When required, you can restore your workloads to production by directly using data from long-term backup storage without time-consuming data movement or preparation activities.</p> <p>To store database backups and transaction logs, you can use regional Cloud Storage buckets, which provide lowest cost backup storage that's redundant across zones.</p> <p>Compute Engine provides the following options to help you to ensure the durability of data that's stored in Persistent Disk volumes:</p> <ul> <li>You can use <a href="/compute/docs/disks/snapshots" track-type="solution" track-name="internalLink" track-metadata-position="body">standard snapshots</a> to capture the point-in-time state of Persistent Disk volumes. The snapshots are stored redundantly in multiple regions, with automatic checksums to ensure the integrity of your data. Snapshots are incremental by default, so they use less storage space and you save money. Snapshots are stored in a <a href="/compute/docs/disks/snapshot-settings#storage_location_options" track-type="solution" track-name="internalLink" track-metadata-position="body">Cloud Storage location</a> that you can configure. For more recommendations about using and managing snapshots, see <a href="/compute/docs/disks/snapshot-best-practices" track-type="solution" track-name="internalLink" track-metadata-position="body">Best practices for Compute Engine disk snapshots</a>.</li> <li><a href="/compute/docs/disks/about-regional-persistent-disk" track-type="solution" track-name="internalLink" track-metadata-position="body">Regional Persistent Disk volumes</a> let you run highly available applications that aren't affected by failures in persistent disks. When you create a regional Persistent Disk volume, Compute Engine maintains a replica of the disk in a different zone in the same region. Data is replicated synchronously to the disks in both zones. If any one of the two zones has an outage, the data remains available.</li> </ul> <h4 id="database_availability" data-text="Database availability" tabindex="-1">Database availability</h4> <p>To implement cross-zone failover for the database in each region, you need a mechanism to identify failures of the primary database and a process to fail over to the standby database. The specifics of the failover mechanism depend on the database that you use. You can set up an observer instance to detect failures of the primary database and orchestrate the failover. You must configure the failover rules appropriately to avoid a <a href="https://en.wikipedia.org/wiki/Split-brain_(computing)" track-type="solution" track-name="externalLink" track-metadata-position="body">split-brain</a> situation and prevent unnecessary failover. For example architectures that you can use to implement failover for PostgreSQL databases, see <a href="/architecture/architectures-high-availability-postgresql-clusters-compute-engine" track-type="solution" track-name="internalLink" track-metadata-position="body">Architectures for high availability of PostgreSQL clusters on Compute Engine</a>.</p> <h4 id="more_reliability_considerations" data-text="More reliability considerations" tabindex="-1">More reliability considerations</h4> <p>When you build the cloud architecture for your workload, review the reliability-related best practices and recommendations that are provided in the following documentation:</p> <ul> <li><a href="/architecture/infra-reliability-guide" track-type="solution" track-name="internalLink" track-metadata-position="body">Google Cloud infrastructure reliability guide</a> </li> <li><a href="/architecture/scalable-and-resilient-apps" track-type="solution" track-name="internalLink" track-metadata-position="body">Patterns for scalable and resilient apps</a> </li> <li><a href="/compute/docs/tutorials/robustsystems" track-type="solution" track-name="internalLink" track-metadata-position="body">Designing resilient systems</a> </li> </ul> <h3 id="cost_optimization" data-text="Cost optimization" tabindex="-1">Cost optimization</h3> <p>This section provides guidance to optimize the cost of setting up and operating a multi-regional Google Cloud topology that you build by using this reference architecture.</p> <h4 id="vm_machine_types" data-text="VM machine types" tabindex="-1">VM machine types</h4> <p>To help you optimize the resource utilization of your VM instances, Compute Engine provides <a href="/compute/docs/instances/apply-machine-type-recommendations-for-instances" track-type="solution" track-name="internalLink" track-metadata-position="body">machine type recommendations</a>. Use the recommendations to choose machine types that match your workload's compute requirements. For workloads with predictable resource requirements, you can customize the machine type to your needs and save money by using <a href="/compute/docs/instances/creating-instance-with-custom-machine-type#specifications" track-type="solution" track-name="internalLink" track-metadata-position="body">custom machine types</a>.</p> <h4 id="vm_provisioning_model" data-text="VM provisioning model" tabindex="-1">VM provisioning model</h4> <p>If your application is fault tolerant, then <a href="/compute/docs/instances/spot" track-type="solution" track-name="internalLink" track-metadata-position="body">Spot VMs</a> can help to reduce your Compute Engine costs for the VMs in the application and web tiers. The cost of Spot VMs is significantly lower than regular VMs. However, Compute Engine might preemptively stop or delete Spot VMs to reclaim capacity. Spot VMs are suitable for batch jobs that can tolerate preemption and don't have high availability requirements. Spot VMs offer the same machine types, options, and performance as regular VMs. However, when the resource capacity in a zone is limited, MIGs might not be able to scale out (that is, create VMs) automatically to the specified target size until the required capacity becomes available again.</p> <h4 id="resource_utilization" data-text="Resource utilization" tabindex="-1">Resource utilization</h4> <p>The <a href="/compute/docs/autoscaler" track-type="solution" track-name="internalLink" track-metadata-position="body">autoscaling</a> capability of stateless MIGs enables your application to handle increases in traffic gracefully, and it helps you to reduce cost when the need for resources is low. <a href="/compute/docs/instance-groups/stateful-migs" track-type="solution" track-name="internalLink" track-metadata-position="body">Stateful MIGs</a> can't be autoscaled.</p> <h4 id="third-party_licensing" data-text="Third-party licensing" tabindex="-1">Third-party licensing</h4> <p>When you migrate third-party workloads to Google Cloud, you might be able to reduce cost by bringing your own licenses (BYOL). For example, to deploy Microsoft Windows Server VMs, instead of using a <a href="/compute/disks-image-pricing#premiumimages" track-type="solution" track-name="internalLink" track-metadata-position="body">premium image</a> that incurs additional cost for the third-party license, you can create and use a <a href="/compute/docs/images/creating-custom-windows-byol-images" track-type="solution" track-name="internalLink" track-metadata-position="body">custom Windows BYOL image</a>. You then pay only for the VM infrastructure that you use on Google Cloud. This strategy helps you continue to realize value from your existing investments in third-party licenses. If you decide to use the BYOL approach, we recommend that you do the following:</p> <ul> <li>Provision the required number of compute CPU cores independently of memory by using <a href="/compute/docs/instances/creating-instance-with-custom-machine-type#extendedmemory" track-type="solution" track-name="internalLink" track-metadata-position="body">custom machine types</a>. By doing this, you limit the third-party licensing cost to the number of CPU cores that you need.</li> <li>Reduce the number of vCPUs per core from 2 to 1 by disabling <a href="/compute/docs/instances/configuring-simultaneous-multithreading" track-type="solution" track-name="internalLink" track-metadata-position="body">simultaneous multithreading (SMT)</a>, and reduce your licensing costs by 50%.</li> </ul> <h4 id="more_cost_considerations" data-text="More cost considerations" tabindex="-1">More cost considerations</h4> <p>When you build the architecture for your workload, also consider the general best practices and recommendations that are provided in <a href="/architecture/framework/cost-optimization" track-type="solution" track-name="internalLink" track-metadata-position="body">Google Cloud Architecture Framework: Cost optimization</a>.</p> <h3 id="operational_efficiency" data-text="Operational efficiency" tabindex="-1">Operational efficiency</h3> <p>This section describes the factors that you should consider when you use this reference architecture to design and build a multi-regional Google Cloud topology that you can operate efficiently.</p> <h4 id="vm_configuration_updates" data-text="VM configuration updates" tabindex="-1">VM configuration updates</h4> <p>To update the configuration of the VMs in a MIG (such as the machine type or boot-disk image), you create a new instance template with the required configuration and then apply the new template to the MIG. The MIG updates the VMs by using the update method that you choose: automatic or selective. Choose an appropriate method based on your requirements for availability and operational efficiency. For more information about these MIG update methods, see <a href="/compute/docs/instance-groups/updating-migs" track-type="solution" track-name="internalLink" track-metadata-position="body">Apply new VM configurations in a MIG</a>.</p> <h4 id="vm_images" data-text="VM images" tabindex="-1">VM images</h4> <p>For your MIG instance templates, instead of using Google-provided public images, we recommend that you create and use custom images that contain the configurations and software that your applications require. You can group your custom images into a custom image family. An image family always points to the most recent image in that family, so your instance templates and scripts can use that image without you having to update references to a specific image version.</p> <h4 id="deterministic_instance_templates" data-text="Deterministic instance templates" tabindex="-1">Deterministic instance templates</h4> <p>If the instance templates that you use for your MIGs include startup scripts to install third-party software, make sure that the scripts explicitly specify software-installation parameters such as the software version. Otherwise, when the MIG creates the VMs, the software that's installed on the VMs might not be consistent. For example, if your instance template includes a startup script to install Apache HTTP Server 2.0 (the <code translate="no" dir="ltr">apache2</code> package), then make sure that the script specifies the exact <code translate="no" dir="ltr">apache2</code> version that should be installed, such as version <code translate="no" dir="ltr">2.4.53</code>. For more information, see <a href="/compute/docs/instance-templates/deterministic-instance-templates" track-type="solution" track-name="internalLink" track-metadata-position="body">Deterministic instance templates</a>.</p> <h4 id="more_operational_considerations" data-text="More operational considerations" tabindex="-1">More operational considerations</h4> <p>When you build the architecture for your workload, consider the general best practices and recommendations for operational efficiency that are described in <a href="/architecture/framework/operational-excellence" track-type="solution" track-name="internalLink" track-metadata-position="body">Google Cloud Architecture Framework: Operational excellence</a>.</p> <h3 id="performance_optimization" data-text="Performance optimization" tabindex="-1">Performance optimization</h3> <p>This section describes the factors that you should consider when you use this reference architecture to design and build a multi-regional topology in Google Cloud that meets the performance requirements of your workloads.</p> <h4 id="vm_placement_2" data-text="VM placement" tabindex="-1">VM placement</h4> <p>For workloads that require low inter-VM network latency, you can create a <a href="/compute/docs/instances/placement-policies-overview" track-type="solution" track-name="internalLink" track-metadata-position="body">compact placement policy</a> and apply it to the MIG template. When the MIG creates VMs, it places the VMs on physical servers that are close to each other. For more information, see <a href="/compute/docs/instances/use-compact-placement-policies" track-type="solution" track-name="internalLink" track-metadata-position="body">Reduce latency by using compact placement policies</a>.</p> <h4 id="vm_machine_types_2" data-text="VM machine types" tabindex="-1">VM machine types</h4> <p>Compute Engine offers a wide range of predefined and customizable machine types that you can choose from depending on your cost and performance requirements. The machine types are grouped into machine series and families. The following table provides a summary of the recommended machine families and series for different workload types:</p> <table> <thead> <tr> <th><strong>Requirement</strong></th> <th><strong>Recommended machine family</strong></th> <th><strong>Example machine series</strong></th> </tr> </thead> <tbody> <tr> <td>Best price-performance ratio for a variety of workloads</td> <td><a href="/compute/docs/general-purpose-machines" track-type="solution" track-name="internalLink" track-metadata-position="body">General-purpose machine family</a></td> <td>C3, C3D, E2, N2, N2D, Tau T2D, Tau T2A</td> </tr> <tr> <td>Highest performance per core and optimized for compute-intensive workloads</td> <td><a href="/compute/docs/compute-optimized-machines" track-type="solution" track-name="internalLink" track-metadata-position="body">Compute-optimized machine family</a></td> <td>C2, C2D, H3</td> </tr> <tr> <td>High memory-to-vCPU ratio for memory-intensive workloads</td> <td><a href="/compute/docs/memory-optimized-machines" track-type="solution" track-name="internalLink" track-metadata-position="body">Memory-optimized machine family</a></td> <td>M3, M2, M1</td> </tr> <tr> <td>GPUs for massively parallelized workloads</td> <td><a href="/compute/docs/accelerator-optimized-machines" track-type="solution" track-name="internalLink" track-metadata-position="body">Accelerator-optimized machine family</a></td> <td>A2, G2</td> </tr> </tbody> </table> <p>For more information, see <a href="/compute/docs/machine-resource" track-type="solution" track-name="internalLink" track-metadata-position="body">Machine families resource and comparison guide</a>.</p> <h4 id="vm_multithreading" data-text="VM multithreading" tabindex="-1">VM multithreading</h4> <p>Each virtual CPU (vCPU) that you allocate to a Compute Engine VM is implemented as a single hardware multithread. By default, two vCPUs share a physical CPU core. For workloads that are highly parallel or that perform floating point calculations (such as genetic sequence analysis, and financial risk modeling), you can improve performance by reducing the number of threads that run on each physical CPU core. For more information, see <a href="/compute/docs/instances/set-threads-per-core" track-type="solution" track-name="internalLink" track-metadata-position="body">Set the number of threads per core</a>.</p> <h4 id="network-service-tiers" data-text="Network Service Tiers" tabindex="-1">Network Service Tiers</h4> <p>Network Service Tiers lets you optimize the network cost and performance of your workloads. You can choose from the following tiers:</p> <ul> <li><strong>Premium Tier</strong> uses Google's highly reliable global backbone to help you achieve minimal packet loss and latency. Traffic enters and leaves the Google network at a global edge point of presence (PoP) that's closest to your end user's ISP. We recommend using Premium Tier as the default tier for optimal performance. Premium Tier supports both regional external IP addresses and global external IP addresses for VMs and load balancers.</li> <li><strong>Standard Tier</strong> is available only for resources that use regional external IP addresses. Traffic enters and leaves the Google network at an edge PoP that's closest to the region where your Google Cloud workload runs. The pricing for Standard Tier is lower than Premium Tier. Standard Tier is suitable for traffic that isn't sensitive to packet loss and that doesn't have low latency requirements.</li> </ul> <h4 id="caching" data-text="Caching" tabindex="-1">Caching</h4> <p>If your application serves static website assets and if your architecture includes a global external Application Load Balancer (as shown in <a href="#figure-1" track-type="solution" track-name="internalLink" track-metadata-position="body">figure 1</a>), then you can use Cloud CDN to cache regularly accessed static content closer to your users. Cloud CDN can help to improve performance for your users, reduce your infrastructure resource usage in the backend, and reduce your network delivery costs. For more information, see <a href="/load-balancing/docs/tutorials/faster-performance-improved-protection" track-type="solution" track-name="internalLink" track-metadata-position="body">Faster web performance and improved web protection for load balancing</a>.</p> <h4 id="more_performance_considerations" data-text="More performance considerations" tabindex="-1">More performance considerations</h4> <p>When you build the architecture for your workload, consider the general best practices and recommendations that are provided in <a href="/architecture/framework/performance-optimization" track-type="solution" track-name="internalLink" track-metadata-position="body">Google Cloud Architecture Framework: Performance optimization</a>.</p> <h2 id="whats_next" data-text="What's next" tabindex="-1">What's next</h2> <ul> <li>Learn more about the Google Cloud products used in this reference architecture: <ul> <li><a href="/load-balancing/docs/load-balancing-overview" track-type="solution" track-name="internalLink" track-metadata-position="body">Cloud Load Balancing overview</a> </li> <li><a href="/compute/docs/instance-groups" track-type="solution" track-name="internalLink" track-metadata-position="body">Instance groups</a> </li> <li><a href="/dns/docs/overview" track-type="solution" track-name="internalLink" track-metadata-position="body">Cloud DNS overview</a> </li> </ul></li> <li><a href="/architecture/migration-to-gcp-getting-started" track-type="solution" track-name="internalLink" track-metadata-position="body">Get started with migrating your workloads</a> to Google Cloud.</li> <li>Explore and evaluate <a href="/architecture/deployment-archetypes" track-type="solution" track-name="externalLink" track-metadata-position="body">deployment archetypes</a> that you can choose to build architectures for your cloud workloads.</li> <li>Review architecture options for <a href="/architecture/infra-reliability-guide/design#deployment_architectures" track-type="solution" track-name="internalLink" track-metadata-position="body">designing reliable infrastructure</a> for your workloads in Google Cloud.</li> <li>For more reference architectures, design guides, and best practices, explore the <a href="/architecture" track-type="solution" track-name="internalLink" track-metadata-position="body">Cloud Architecture Center</a>.</li> </ul> <h2 id="contributors" data-text="Contributors" tabindex="-1">Contributors</h2><p>Author: <a href="https://www.linkedin.com/in/kumardhanagopal" track-type="solution" track-name="externalLink" track-metadata-position="body">Kumar Dhanagopal</a> | Cross-Product Solution Developer</p><p>Other contributors: <ul><li><a href="https://www.linkedin.com/in/benjamingood" track-type="solution" track-name="externalLink" track-metadata-position="body">Ben Good</a> | Solutions Architect</li><li><a href="https://www.linkedin.com/in/carlscottfranklin" track-type="solution" track-name="externalLink" track-metadata-position="body">Carl Franklin</a> | Director, PSO Enterprise Architecture</li><li><a href="https://www.linkedin.com/in/daniellees" track-type="solution" track-name="externalLink" track-metadata-position="body">Daniel Lees</a> | Cloud Security Architect</li><li><a href="https://www.linkedin.com/in/glebotochkin" track-type="solution" track-name="externalLink" track-metadata-position="body">Gleb Otochkin</a> | Cloud Advocate, Databases</li><li><a href="https://www.linkedin.com/in/mark-schlagenhauf-63b98" track-type="solution" track-name="externalLink" track-metadata-position="body">Mark Schlagenhauf</a> | Technical Writer, Networking</li><li><a href="https://www.linkedin.com/in/pwenda" track-type="solution" track-name="externalLink" track-metadata-position="body">Pawel Wenda</a> | Group Product Manager</li><li><a href="https://www.linkedin.com/in/seanderrington" track-type="solution" track-name="externalLink" track-metadata-position="body">Sean Derrington</a> | Group Outbound Product Manager, Storage</li><li><a href="https://www.linkedin.com/in/sekoupage" track-type="solution" track-name="externalLink" track-metadata-position="body">Sekou Page</a> | Outbound Product Manager</li><li><a href="https://www.linkedin.com/in/shobhit-gupta-3b1a5078" track-type="solution" track-name="externalLink" track-metadata-position="body">Shobhit Gupta</a> | Solutions Architect</li><li><a href="https://www.linkedin.com/in/simonpbennett" track-type="solution" track-name="externalLink" track-metadata-position="body">Simon Bennett</a> | Group Product Manager</li><li><a href="https://www.linkedin.com/in/stevemcghee" track-type="solution" track-name="externalLink" track-metadata-position="body">Steve McGhee</a> | Reliability Advocate</li><li><a href="https://www.linkedin.com/in/vimoreno" track-type="solution" track-name="externalLink" track-metadata-position="body">Victor Moreno</a> | Product Manager, Cloud Networking</li></ul></p> <devsite-hats-survey class="nocontent" 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