Concepts in service monitoring | Operations Suite

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track-type="nav" track-name="cost management" track-metadata-eventdetail="https://cloud.google.com/cost-management" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210814141002im_/https://cloud.google.com/images/navigation/products/billing.png" srcset="https://web.archive.org/web/20210814141002im_/https://cloud.google.com/images/navigation/products/billing_36.png 36w, /web/20210814141002im_/https://cloud.google.com/images/navigation/products/billing_48.png 48w, /web/20210814141002im_/https://cloud.google.com/images/navigation/products/billing_72.png 72w, /web/20210814141002im_/https://cloud.google.com/images/navigation/products/billing_96.png 96w, /web/20210814141002im_/https://cloud.google.com/images/navigation/products/billing_480.png 480w, /web/20210814141002im_/https://cloud.google.com/images/navigation/products/billing_720.png 720w, /web/20210814141002im_/https://cloud.google.com/images/navigation/products/billing_856.png 856w, /web/20210814141002im_/https://cloud.google.com/images/navigation/products/billing_960.png 960w, /web/20210814141002im_/https://cloud.google.com/images/navigation/products/billing_1440.png 1440w, /web/20210814141002im_/https://cloud.google.com/images/navigation/products/billing_1920.png 1920w, /web/20210814141002im_/https://cloud.google.com/images/navigation/products/billing_2880.png 2880w" sizes="100vw" loading="lazy"> </div> <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://web.archive.org/web/20210814141002/https://cloud.google.com/solutions/active-assist" track-type="nav" track-name="intelligent management" track-metadata-eventdetail="https://cloud.google.com/solutions/active-assist" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210814141002im_/https://www.gstatic.com/cloud/images/navigation/icons.svg#generic" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Intelligent Management </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 "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210814141002/https://cloud.google.com/docs/terraform" track-type="nav" track-name="terraform on google cloud" track-metadata-eventdetail="https://cloud.google.com/docs/terraform" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210814141002im_/https://www.gstatic.com/cloud/images/navigation/icons.svg#generic" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Terraform on Google Cloud </div> <div class="devsite-nav-item-description"> Open source tool to provision Google Cloud resources with declarative configuration files. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210814141002/https://cloud.google.com/config-connector" track-type="nav" track-name="config connector" track-metadata-eventdetail="https://cloud.google.com/config-connector" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210814141002im_/https://www.gstatic.com/cloud/images/navigation/icons.svg#generic" srcset="" sizes="100vw" loading="lazy"> </div> <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> </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 and Gaming</li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210814141002/https://cloud.google.com/game-servers" track-type="nav" track-name="game servers" track-metadata-eventdetail="https://cloud.google.com/game-servers" track-metadata-position="nav - products" track-metadata-module="tertiary nav" track-metadata-module_headline="media and gaming" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210814141002im_/https://www.gstatic.com/cloud/images/navigation/icons.svg#cloudgameservers" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Game Servers </div> <div class="devsite-nav-item-description"> Game server management service running on Google Kubernetes Engine. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210814141002/https://cloud.google.com/opencue" track-type="nav" track-name="opencue" track-metadata-eventdetail="https://cloud.google.com/opencue" track-metadata-position="nav - products" track-metadata-module="tertiary nav" track-metadata-module_headline="media and gaming" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210814141002im_/https://cloud.google.com/images/navigation/products/opencue.png" srcset="https://web.archive.org/web/20210814141002im_/https://cloud.google.com/images/navigation/products/opencue_36.png 36w, /web/20210814141002im_/https://cloud.google.com/images/navigation/products/opencue_48.png 48w, /web/20210814141002im_/https://cloud.google.com/images/navigation/products/opencue_72.png 72w, /web/20210814141002im_/https://cloud.google.com/images/navigation/products/opencue_96.png 96w, /web/20210814141002im_/https://cloud.google.com/images/navigation/products/opencue_480.png 480w, /web/20210814141002im_/https://cloud.google.com/images/navigation/products/opencue_720.png 720w, /web/20210814141002im_/https://cloud.google.com/images/navigation/products/opencue_856.png 856w, /web/20210814141002im_/https://cloud.google.com/images/navigation/products/opencue_960.png 960w, /web/20210814141002im_/https://cloud.google.com/images/navigation/products/opencue_1440.png 1440w, /web/20210814141002im_/https://cloud.google.com/images/navigation/products/opencue_1920.png 1920w, /web/20210814141002im_/https://cloud.google.com/images/navigation/products/opencue_2880.png 2880w" sizes="100vw" loading="lazy"> </div> <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> </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://web.archive.org/web/20210814141002/https://cloud.google.com/products/cloud-migration" track-type="nav" track-name="migration" track-metadata-eventdetail="https://cloud.google.com/products/cloud-migration" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210814141002im_/https://cloud.google.com/_static/cloud/images/navigation/forward.svg" srcset="" sizes="100vw" loading="lazy"> </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://web.archive.org/web/20210814141002/https://cloud.google.com/solutions/application-migration" track-type="nav" track-name="application migration" track-metadata-eventdetail="https://cloud.google.com/solutions/application-migration" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210814141002im_/https://www.gstatic.com/cloud/images/navigation/application-migration.svg" srcset="" sizes="100vw" loading="lazy"> </div> <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://web.archive.org/web/20210814141002/https://cloud.google.com/bigquery/transfer" track-type="nav" track-name="bigquery data transfer service" track-metadata-eventdetail="https://cloud.google.com/bigquery/transfer" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210814141002im_/https://www.gstatic.com/cloud/images/navigation/icons.svg#bigquery" srcset="" sizes="100vw" loading="lazy"> </div> <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://web.archive.org/web/20210814141002/https://cloud.google.com/foundation-toolkit" track-type="nav" track-name="cloud foundation toolkit" track-metadata-eventdetail="https://cloud.google.com/foundation-toolkit" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210814141002im_/https://www.gstatic.com/cloud/images/navigation/icons.svg#generic" srcset="" sizes="100vw" loading="lazy"> </div> <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://web.archive.org/web/20210814141002/https://cloud.google.com/database-migration" track-type="nav" track-name="database migration service" track-metadata-eventdetail="https://cloud.google.com/database-migration" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210814141002im_/https://www.gstatic.com/cloud/images/navigation/database-migration.svg" srcset="" sizes="100vw" loading="lazy"> </div> <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://web.archive.org/web/20210814141002/https://cloud.google.com/migrate/anthos" track-type="nav" track-name="migrate for anthos" track-metadata-eventdetail="https://cloud.google.com/migrate/anthos" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210814141002im_/https://www.gstatic.com/cloud/images/navigation/icons.svg#migrateforanthos" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Migrate for Anthos </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://web.archive.org/web/20210814141002/https://cloud.google.com/migrate/compute-engine" track-type="nav" track-name="migrate for compute engine" track-metadata-eventdetail="https://cloud.google.com/migrate/compute-engine" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210814141002im_/https://www.gstatic.com/cloud/images/navigation/icons.svg#migrateforcomputeengine" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Migrate for Compute Engine </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://web.archive.org/web/20210814141002/https://cloud.google.com/solutions/cloud-migration-program" track-type="nav" track-name="rapid assessment & migration program (ramp)" track-metadata-eventdetail="https://cloud.google.com/solutions/cloud-migration-program" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210814141002im_/https://www.gstatic.com/cloud/images/navigation/rapid-assessment.svg" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Rapid Assessment & Migration Program (RAMP) </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://web.archive.org/web/20210814141002/https://cloud.google.com/transfer-appliance" track-type="nav" track-name="transfer appliance" track-metadata-eventdetail="https://cloud.google.com/transfer-appliance" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210814141002im_/https://www.gstatic.com/cloud/images/navigation/icons.svg#transferappliance" srcset="" sizes="100vw" loading="lazy"> </div> <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://web.archive.org/web/20210814141002/https://cloud.google.com/storage-transfer-service" track-type="nav" track-name="storage transfer service" track-metadata-eventdetail="https://cloud.google.com/storage-transfer-service" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210814141002im_/https://www.gstatic.com/cloud/images/navigation/icons.svg#transfer" srcset="" sizes="100vw" loading="lazy"> </div> <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://web.archive.org/web/20210814141002/https://cloud.google.com/vmware-engine" track-type="nav" track-name="vmware engine" track-metadata-eventdetail="https://cloud.google.com/vmware-engine" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210814141002im_/https://www.gstatic.com/cloud/images/navigation/vmware-engine.svg" srcset="" sizes="100vw" loading="lazy"> </div> <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 devsite-nav-title-heading"> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210814141002/https://cloud.google.com/products/networking" track-type="nav" track-name="networking" track-metadata-eventdetail="https://cloud.google.com/products/networking" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210814141002im_/https://cloud.google.com/_static/cloud/images/navigation/forward.svg" srcset="" sizes="100vw" loading="lazy"> </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://web.archive.org/web/20210814141002/https://cloud.google.com/armor" track-type="nav" track-name="cloud armor" track-metadata-eventdetail="https://cloud.google.com/armor" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210814141002im_/https://www.gstatic.com/cloud/images/navigation/icons.svg#cloudarmor" srcset="" sizes="100vw" loading="lazy"> </div> <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://web.archive.org/web/20210814141002/https://cloud.google.com/cdn" track-type="nav" track-name="cloud cdn" track-metadata-eventdetail="https://cloud.google.com/cdn" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210814141002im_/https://www.gstatic.com/cloud/images/navigation/icons.svg#cloudcdn" srcset="" sizes="100vw" loading="lazy"> </div> <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://web.archive.org/web/20210814141002/https://cloud.google.com/dns" track-type="nav" track-name="cloud dns" track-metadata-eventdetail="https://cloud.google.com/dns" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210814141002im_/https://www.gstatic.com/cloud/images/navigation/icons.svg#clouddns" srcset="" sizes="100vw" loading="lazy"> </div> <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://web.archive.org/web/20210814141002/https://cloud.google.com/load-balancing" track-type="nav" track-name="cloud load balancing" track-metadata-eventdetail="https://cloud.google.com/load-balancing" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210814141002im_/https://www.gstatic.com/cloud/images/navigation/icons.svg#cloudloadbalancing" srcset="" sizes="100vw" loading="lazy"> </div> <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://web.archive.org/web/20210814141002/https://cloud.google.com/nat" track-type="nav" track-name="cloud nat" track-metadata-eventdetail="https://cloud.google.com/nat" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210814141002im_/https://www.gstatic.com/cloud/images/navigation/icons.svg#cloudnat" srcset="" sizes="100vw" loading="lazy"> </div> <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://web.archive.org/web/20210814141002/https://cloud.google.com/hybrid-connectivity" track-type="nav" track-name="hybrid connectivity" track-metadata-eventdetail="https://cloud.google.com/hybrid-connectivity" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210814141002im_/https://www.gstatic.com/cloud/images/navigation/icons.svg#cloudinterconnect" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Hybrid 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://web.archive.org/web/20210814141002/https://cloud.google.com/network-connectivity-center" track-type="nav" track-name="network connectivity center" track-metadata-eventdetail="https://cloud.google.com/network-connectivity-center" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210814141002im_/https://www.gstatic.com/cloud/images/navigation/network-connectivity-center.svg" srcset="" sizes="100vw" loading="lazy"> </div> <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://web.archive.org/web/20210814141002/https://cloud.google.com/network-intelligence-center" track-type="nav" track-name="network intelligence center" track-metadata-eventdetail="https://cloud.google.com/network-intelligence-center" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210814141002im_/https://cloud.google.com/_static/cloud/images/navigation/products/network-intelligence.svg" srcset="" sizes="100vw" loading="lazy"> </div> <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://web.archive.org/web/20210814141002/https://cloud.google.com/network-tiers" track-type="nav" track-name="network service tiers" track-metadata-eventdetail="https://cloud.google.com/network-tiers" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210814141002im_/https://www.gstatic.com/cloud/images/navigation/icons.svg#networktiers" srcset="" sizes="100vw" loading="lazy"> </div> <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://web.archive.org/web/20210814141002/https://cloud.google.com/network-telemetry" track-type="nav" track-name="network telemetry" track-metadata-eventdetail="https://cloud.google.com/network-telemetry" track-metadata-position="nav - 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<ul class="devsite-tabs-dropdown-section cloud-dropdown-menu-heading devsite-nav-title-heading"> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210814141002/https://cloud.google.com/products/operations" track-type="nav" track-name="operations" track-metadata-eventdetail="https://cloud.google.com/products/operations" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210814141002im_/https://cloud.google.com/_static/cloud/images/navigation/forward.svg" srcset="" sizes="100vw" loading="lazy"> </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://web.archive.org/web/20210814141002/https://cloud.google.com/logging" track-type="nav" track-name="cloud logging" 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</div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210814141002/https://cloud.google.com/security-key-management" track-type="nav" track-name="cloud key management" track-metadata-eventdetail="https://cloud.google.com/security-key-management" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210814141002im_/https://www.gstatic.com/cloud/images/navigation/icons.svg#keymanagementservice" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Cloud Key Management </div> <div class="devsite-nav-item-description"> Manage encryption keys on Google Cloud. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a 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class="devsite-nav-item"><a href="/web/20210814141002/https://cloud.google.com/error-reporting/docs" class="devsite-nav-title"><span class="devsite-nav-text" tooltip>Error Reporting</span></a></li> <li class="devsite-nav-item devsite-nav-expandable"><devsite-expandable-nav collapsed> <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 Performance Management</span></div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/web/20210814141002/https://cloud.google.com/apm" class="devsite-nav-title"><span class="devsite-nav-text" tooltip>Overview</span></a></li><li class="devsite-nav-item"><a href="/web/20210814141002/https://cloud.google.com/debugger/docs" class="devsite-nav-title"><span class="devsite-nav-text" tooltip>Cloud Debugger</span></a></li><li class="devsite-nav-item"><a 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href="/web/20210814141002/https://cloud.google.com/stackdriver/docs/solutions/gke" class="devsite-nav-title"><span class="devsite-nav-text" tooltip>Overview</span></a></li><li class="devsite-nav-item devsite-nav-expandable"><devsite-expandable-nav collapsed> <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>Installation and management</span></div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/web/20210814141002/https://cloud.google.com/stackdriver/docs/solutions/gke/installing" class="devsite-nav-title"><span class="devsite-nav-text" tooltip>Configuring Cloud Operations for GKE</span></a></li><li class="devsite-nav-item"><a href="/web/20210814141002/https://cloud.google.com/stackdriver/docs/solutions/gke/migration" class="devsite-nav-title"><span class="devsite-nav-text" tooltip>Migrating to Cloud Operations for GKE</span></a></li><li class="devsite-nav-item devsite-nav-expandable devsite-nav-deprecated"><devsite-expandable-nav collapsed> <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>Legacy Logging and Monitoring</span><span class="devsite-nav-icon material-icons" data-icon="deprecated" data-title="Deprecated" aria-hidden="true"></span></div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/web/20210814141002/https://cloud.google.com/stackdriver/docs/solutions/gke/legacy-stackdriver/monitoring" class="devsite-nav-title"><span class="devsite-nav-text" tooltip>Legacy Monitoring</span></a></li><li class="devsite-nav-item"><a href="/web/20210814141002/https://cloud.google.com/stackdriver/docs/solutions/gke/legacy-stackdriver/logging" class="devsite-nav-title"><span class="devsite-nav-text" tooltip>Legacy Logging</span></a></li></ul></devsite-expandable-nav></li><li class="devsite-nav-item"><a href="/web/20210814141002/https://cloud.google.com/stackdriver/docs/solutions/gke/prometheus" class="devsite-nav-title"><span class="devsite-nav-text" tooltip>Using Prometheus</span></a></li><li class="devsite-nav-item"><a href="/web/20210814141002/https://cloud.google.com/stackdriver/docs/solutions/gke/managing-logs" class="devsite-nav-title"><span class="devsite-nav-text" tooltip>Managing GKE logs</span></a></li><li class="devsite-nav-item"><a href="/web/20210814141002/https://cloud.google.com/stackdriver/docs/solutions/gke/using-logs" class="devsite-nav-title"><span class="devsite-nav-text" tooltip>Viewing your GKE logs</span></a></li><li class="devsite-nav-item"><a href="/web/20210814141002/https://cloud.google.com/stackdriver/docs/solutions/gke/multi-tenant-logging" class="devsite-nav-title"><span class="devsite-nav-text" tooltip>Multi-tenant logging on GKE</span></a></li><li class="devsite-nav-item"><a href="/web/20210814141002/https://cloud.google.com/stackdriver/docs/solutions/gke/troubleshooting" class="devsite-nav-title"><span class="devsite-nav-text" tooltip>Troubleshooting your GKE dashboard</span></a></li></ul></devsite-expandable-nav></li><li class="devsite-nav-item devsite-nav-expandable"><devsite-expandable-nav collapsed> <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>Cloud Operations for GKE dashboard</span></div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/web/20210814141002/https://cloud.google.com/stackdriver/docs/solutions/gke/observing" class="devsite-nav-title"><span class="devsite-nav-text" tooltip>Observing your system</span></a></li></ul></devsite-expandable-nav></li><li class="devsite-nav-item"><a href="/web/20210814141002/https://cloud.google.com/stackdriver/docs/solutions/gke/external-material" class="devsite-nav-title"><span class="devsite-nav-text" tooltip>External materials</span></a></li></ul></devsite-expandable-nav></li> <li class="devsite-nav-item devsite-nav-expandable"><devsite-expandable-nav collapsed> <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>SLO monitoring</span></div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/web/20210814141002/https://cloud.google.com/stackdriver/docs/solutions/slo-monitoring" class="devsite-nav-title"><span class="devsite-nav-text" tooltip>Concepts in service monitoring</span></a></li><li class="devsite-nav-item devsite-nav-expandable"><devsite-expandable-nav collapsed> <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>Microservices</span></div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/web/20210814141002/https://cloud.google.com/stackdriver/docs/solutions/slo-monitoring/microservices" class="devsite-nav-title"><span class="devsite-nav-text" tooltip>Overview</span></a></li><li class="devsite-nav-item"><a href="/web/20210814141002/https://cloud.google.com/stackdriver/docs/solutions/slo-monitoring/ui/svc-overview" class="devsite-nav-title"><span class="devsite-nav-text" tooltip>Viewing your microservices</span></a></li><li class="devsite-nav-item"><a href="/web/20210814141002/https://cloud.google.com/stackdriver/docs/solutions/slo-monitoring/ui/define-svc" class="devsite-nav-title"><span class="devsite-nav-text" tooltip>Defining a microservice</span></a></li><li class="devsite-nav-item"><a href="/web/20210814141002/https://cloud.google.com/stackdriver/docs/solutions/slo-monitoring/ui/svc-dashboard" class="devsite-nav-title"><span class="devsite-nav-text" tooltip>Using microservice dashboards</span></a></li></ul></devsite-expandable-nav></li><li class="devsite-nav-item"><a href="/web/20210814141002/https://cloud.google.com/stackdriver/docs/solutions/slo-monitoring/ui/create-slo" class="devsite-nav-title"><span class="devsite-nav-text" tooltip>Creating an SLO</span></a></li><li class="devsite-nav-item devsite-nav-expandable"><devsite-expandable-nav collapsed> <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>Using SLO-based alerts</span></div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/web/20210814141002/https://cloud.google.com/stackdriver/docs/solutions/slo-monitoring/alerting-on-budget-burn-rate" class="devsite-nav-title"><span class="devsite-nav-text" tooltip>Alerting on your burn rate</span></a></li><li class="devsite-nav-item"><a href="/web/20210814141002/https://cloud.google.com/stackdriver/docs/solutions/slo-monitoring/ui/create-alert" class="devsite-nav-title"><span class="devsite-nav-text" tooltip>Creating an alerting policy (console)</span></a></li><li class="devsite-nav-item"><a href="/web/20210814141002/https://cloud.google.com/stackdriver/docs/solutions/slo-monitoring/api/create-policy-api" class="devsite-nav-title"><span class="devsite-nav-text" tooltip>Creating an alerting policy (API)</span></a></li></ul></devsite-expandable-nav></li><li class="devsite-nav-item devsite-nav-expandable"><devsite-expandable-nav collapsed> <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>Working with the SLO API</span></div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/web/20210814141002/https://cloud.google.com/stackdriver/docs/solutions/slo-monitoring/api/api-structures" class="devsite-nav-title"><span class="devsite-nav-text" tooltip>Constructs in the API</span></a></li><li class="devsite-nav-item"><a href="/web/20210814141002/https://cloud.google.com/stackdriver/docs/solutions/slo-monitoring/api/using-api" class="devsite-nav-title"><span class="devsite-nav-text" tooltip>Working with the API</span></a></li><li class="devsite-nav-item"><a href="/web/20210814141002/https://cloud.google.com/stackdriver/docs/solutions/slo-monitoring/api/identifying-custom-sli" class="devsite-nav-title"><span class="devsite-nav-text" tooltip>Creating a service-level indicator</span></a></li><li class="devsite-nav-item"><a href="/web/20210814141002/https://cloud.google.com/stackdriver/docs/solutions/slo-monitoring/api/timeseries-selectors" class="devsite-nav-title"><span class="devsite-nav-text" tooltip>Retrieving SLO data</span></a></li></ul></devsite-expandable-nav></li><li class="devsite-nav-item devsite-nav-expandable"><devsite-expandable-nav collapsed> <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>Creating SLIs from metrics</span></div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/web/20210814141002/https://cloud.google.com/stackdriver/docs/solutions/slo-monitoring/sli-metrics/overview" class="devsite-nav-title"><span class="devsite-nav-text" tooltip>Overview</span></a></li><li class="devsite-nav-item"><a href="/web/20210814141002/https://cloud.google.com/stackdriver/docs/solutions/slo-monitoring/sli-metrics/lb-metrics" class="devsite-nav-title"><span class="devsite-nav-text" tooltip>Using Load Balancing metrics</span></a></li><li class="devsite-nav-item devsite-nav-expandable"><devsite-expandable-nav collapsed> <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>Using platform and service metrics</span></div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/web/20210814141002/https://cloud.google.com/stackdriver/docs/solutions/slo-monitoring/sli-metrics/platform-svc-metrics" class="devsite-nav-title"><span class="devsite-nav-text" tooltip>Introduction</span></a></li><li class="devsite-nav-item"><a href="/web/20210814141002/https://cloud.google.com/stackdriver/docs/solutions/slo-monitoring/sli-metrics/req-resp-metrics" class="devsite-nav-title"><span class="devsite-nav-text" tooltip>Request-response services</span></a></li><li class="devsite-nav-item"><a href="/web/20210814141002/https://cloud.google.com/stackdriver/docs/solutions/slo-monitoring/sli-metrics/data-storage-metrics" class="devsite-nav-title"><span class="devsite-nav-text" tooltip>Data storage and retrieval services</span></a></li><li class="devsite-nav-item"><a href="/web/20210814141002/https://cloud.google.com/stackdriver/docs/solutions/slo-monitoring/sli-metrics/data-proc-metrics" class="devsite-nav-title"><span class="devsite-nav-text" tooltip>Data processing services</span></a></li></ul></devsite-expandable-nav></li><li class="devsite-nav-item"><a href="/web/20210814141002/https://cloud.google.com/stackdriver/docs/solutions/slo-monitoring/sli-metrics/logs-based-metrics" class="devsite-nav-title"><span class="devsite-nav-text" tooltip>Using logs-based metrics</span></a></li><li class="devsite-nav-item"><a href="/web/20210814141002/https://cloud.google.com/stackdriver/docs/solutions/slo-monitoring/sli-metrics/prometheus" class="devsite-nav-title"><span class="devsite-nav-text" tooltip>Using Prometheus metrics</span></a></li><li class="devsite-nav-item"><a href="/web/20210814141002/https://cloud.google.com/stackdriver/docs/solutions/slo-monitoring/sli-metrics/open-census" class="devsite-nav-title"><span class="devsite-nav-text" tooltip>Using OpenCensus metrics</span></a></li></ul></devsite-expandable-nav></li></ul></devsite-expandable-nav></li> <li class="devsite-nav-item devsite-nav-expandable"><devsite-expandable-nav collapsed> <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>Google Cloud operations suite agents</span></div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/web/20210814141002/https://cloud.google.com/stackdriver/docs/solutions/agents" class="devsite-nav-title"><span class="devsite-nav-text" tooltip>Managing agents on VMs</span></a></li><li class="devsite-nav-item devsite-nav-expandable"><devsite-expandable-nav collapsed> <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>Ops agent</span></div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/web/20210814141002/https://cloud.google.com/stackdriver/docs/solutions/agents/ops-agent" class="devsite-nav-title"><span class="devsite-nav-text" tooltip>Ops Agent overview</span></a></li><li class="devsite-nav-item devsite-nav-expandable"><devsite-expandable-nav collapsed> <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>Installing the Ops Agent</span></div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/web/20210814141002/https://cloud.google.com/stackdriver/docs/solutions/agents/ops-agent/install-index" class="devsite-nav-title"><span class="devsite-nav-text" tooltip>All installation methods</span></a></li><li class="devsite-nav-item"><a href="/web/20210814141002/https://cloud.google.com/stackdriver/docs/solutions/agents/ops-agent/managing-agent-policies" class="devsite-nav-title"><span class="devsite-nav-text" tooltip>Installing the Ops Agent on a fleet of VMs using gcloud</span></a></li><li class="devsite-nav-item"><a href="/web/20210814141002/https://cloud.google.com/stackdriver/docs/solutions/agents/ops-agent/fleet-installation" class="devsite-nav-title"><span class="devsite-nav-text" tooltip>Installing the Ops Agent on a fleet of VMs using automation tools</span></a></li><li class="devsite-nav-item"><a href="/web/20210814141002/https://cloud.google.com/stackdriver/docs/solutions/agents/ops-agent/installation" class="devsite-nav-title"><span class="devsite-nav-text" tooltip>Installing the Ops Agent on a single VM</span></a></li></ul></devsite-expandable-nav></li><li class="devsite-nav-item devsite-nav-expandable"><devsite-expandable-nav collapsed> <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>Managing the Ops Agent</span></div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/web/20210814141002/https://cloud.google.com/stackdriver/docs/solutions/agents/ops-agent/authorization" class="devsite-nav-title"><span class="devsite-nav-text" tooltip>Authorizing the Ops Agent</span></a></li><li class="devsite-nav-item"><a href="/web/20210814141002/https://cloud.google.com/stackdriver/docs/solutions/agents/ops-agent/configuration" class="devsite-nav-title"><span class="devsite-nav-text" tooltip>Configuring the Ops Agent</span></a></li><li class="devsite-nav-item"><a href="/web/20210814141002/https://cloud.google.com/stackdriver/docs/solutions/agents/ops-agent/troubleshooting" class="devsite-nav-title"><span class="devsite-nav-text" tooltip>Troubleshooting the agent</span></a></li></ul></devsite-expandable-nav></li><li class="devsite-nav-item"><a href="/web/20210814141002/https://cloud.google.com/stackdriver/docs/solutions/agents/ops-agent/transition" class="devsite-nav-title"><span class="devsite-nav-text" tooltip>Transitioning to the GA version of the Ops Agent</span></a></li></ul></devsite-expandable-nav></li><li class="devsite-nav-item devsite-nav-expandable"><devsite-expandable-nav collapsed> <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>Legacy monitoring and logging agents</span></div><ul class="devsite-nav-section"><li class="devsite-nav-item devsite-nav-expandable"><devsite-expandable-nav collapsed> <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>Legacy Monitoring agent</span></div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/web/20210814141002/https://cloud.google.com/stackdriver/docs/solutions/agents/monitoring" class="devsite-nav-title"><span class="devsite-nav-text" tooltip>Monitoring agent overview</span></a></li><li class="devsite-nav-item devsite-nav-expandable"><devsite-expandable-nav collapsed> <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>Installing the Monitoring agent</span></div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/web/20210814141002/https://cloud.google.com/stackdriver/docs/solutions/agents/monitoring/install-index" class="devsite-nav-title"><span class="devsite-nav-text" tooltip>All installation methods</span></a></li><li class="devsite-nav-item devsite-nav-beta"><a href="/web/20210814141002/https://cloud.google.com/stackdriver/docs/solutions/agents/monitoring/managing-agent-policies" class="devsite-nav-title"><span class="devsite-nav-text" tooltip>Installing the Monitoring agent on a fleet of VMs using gcloud</span><span class="devsite-nav-icon material-icons" data-icon="beta" data-title="Beta" aria-hidden="true"></span></a></li><li class="devsite-nav-item"><a href="/web/20210814141002/https://cloud.google.com/stackdriver/docs/solutions/agents/monitoring/fleet-installation" class="devsite-nav-title"><span class="devsite-nav-text" tooltip>Installing the Monitoring agent on a fleet of VMs using automation tools</span></a></li><li class="devsite-nav-item"><a href="/web/20210814141002/https://cloud.google.com/stackdriver/docs/solutions/agents/monitoring/installation" class="devsite-nav-title"><span class="devsite-nav-text" tooltip>Installing the Monitoring agent on a single VM</span></a></li></ul></devsite-expandable-nav></li><li class="devsite-nav-item devsite-nav-expandable"><devsite-expandable-nav collapsed> <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>Managing the Monitoring agent</span></div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/web/20210814141002/https://cloud.google.com/stackdriver/docs/solutions/agents/monitoring/authorization" class="devsite-nav-title"><span class="devsite-nav-text" tooltip>Authorizing the Monitoring Agent</span></a></li><li class="devsite-nav-item"><a href="/web/20210814141002/https://cloud.google.com/stackdriver/docs/solutions/agents/monitoring/configuration" class="devsite-nav-title"><span class="devsite-nav-text" tooltip>Configuring the Monitoring agent</span></a></li><li class="devsite-nav-item"><a href="/web/20210814141002/https://cloud.google.com/stackdriver/docs/solutions/agents/monitoring/troubleshooting" class="devsite-nav-title"><span class="devsite-nav-text" tooltip>Troubleshooting the Monitoring Agent</span></a></li></ul></devsite-expandable-nav></li></ul></devsite-expandable-nav></li><li class="devsite-nav-item devsite-nav-expandable"><devsite-expandable-nav collapsed> <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>Legacy Logging agent</span></div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/web/20210814141002/https://cloud.google.com/stackdriver/docs/solutions/agents/logging" class="devsite-nav-title"><span class="devsite-nav-text" tooltip>Logging agent overview</span></a></li><li class="devsite-nav-item devsite-nav-expandable"><devsite-expandable-nav collapsed> <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>Installing the Logging agent</span></div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/web/20210814141002/https://cloud.google.com/stackdriver/docs/solutions/agents/logging/install-index" class="devsite-nav-title"><span class="devsite-nav-text" tooltip>All installation methods</span></a></li><li class="devsite-nav-item devsite-nav-beta"><a href="/web/20210814141002/https://cloud.google.com/stackdriver/docs/solutions/agents/logging/managing-agent-policies" class="devsite-nav-title"><span class="devsite-nav-text" tooltip>Installing the Logging agent on a fleet of VMs using gcloud</span><span class="devsite-nav-icon material-icons" data-icon="beta" data-title="Beta" aria-hidden="true"></span></a></li><li class="devsite-nav-item"><a href="/web/20210814141002/https://cloud.google.com/stackdriver/docs/solutions/agents/logging/fleet-installation" class="devsite-nav-title"><span class="devsite-nav-text" tooltip>Installing the Logging agent on a fleet of VMs using automation tools</span></a></li><li class="devsite-nav-item"><a href="/web/20210814141002/https://cloud.google.com/stackdriver/docs/solutions/agents/logging/installation" class="devsite-nav-title"><span class="devsite-nav-text" tooltip>Installing the Logging agent on a single VM</span></a></li></ul></devsite-expandable-nav></li><li class="devsite-nav-item devsite-nav-expandable"><devsite-expandable-nav collapsed> <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>Managing the Logging agent</span></div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/web/20210814141002/https://cloud.google.com/stackdriver/docs/solutions/agents/logging/authorization" class="devsite-nav-title"><span class="devsite-nav-text" tooltip>Authorizing the Logging Agent</span></a></li><li class="devsite-nav-item"><a href="/web/20210814141002/https://cloud.google.com/stackdriver/docs/solutions/agents/logging/configuration" 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tooltip> AutoML Tables </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210814141002/https://cloud.google.com/products#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" track-name="seeAllAiAndMachineLearningProducts"> <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> API Management </span> </span> </li> <li class="devsite-nav-item"> <a href="/web/20210814141002/https://cloud.google.com/apigee/api-management" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Apigee API Management" track-type="navMenu" 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class="devsite-nav-text" tooltip> Analytics Hub </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210814141002/https://cloud.google.com/products/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" track-name="seeAllDeveloperTools"> <span class="devsite-nav-text" tooltip> See all developer tools </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210814141002/https://cloud.google.com/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" track-name="databases"> <span class="devsite-nav-text" tooltip> Databases </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210814141002/https://cloud.google.com/bigtable" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Cloud Bigtable" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="cloudBigtable"> <span class="devsite-nav-text" tooltip> Cloud Bigtable </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210814141002/https://cloud.google.com/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" track-name="firestore"> <span class="devsite-nav-text" tooltip> Firestore </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210814141002/https://cloud.google.com/memorystore" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: 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</a> </li> <li class="devsite-nav-item"> <a href="/web/20210814141002/https://cloud.google.com/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" track-name="databaseMigrationService"> <span class="devsite-nav-text" tooltip> Database Migration Service </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210814141002/https://cloud.google.com/bare-metal" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Bare Metal Solution for Oracle" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="bareMetalSolutionForOracle"> <span class="devsite-nav-text" tooltip> Bare Metal Solution for Oracle </span> </a> </li> <li class="devsite-nav-item"> <a 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Manager </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210814141002/https://cloud.google.com/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" track-name="cloudSdk"> <span class="devsite-nav-text" tooltip> Cloud SDK </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210814141002/https://cloud.google.com/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" track-name="cloudScheduler"> <span class="devsite-nav-text" tooltip> Cloud Scheduler </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210814141002/https://cloud.google.com/source-repositories" class="devsite-nav-title gc-analytics-event " 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track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="containerRegistry"> <span class="devsite-nav-text" tooltip> Container Registry </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210814141002/https://cloud.google.com/tekton" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Tekton" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="tekton"> <span class="devsite-nav-text" tooltip> Tekton </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210814141002/https://cloud.google.com/products/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" track-name="seeAllDeveloperTools"> <span class="devsite-nav-text" tooltip> See all developer tools </span> </a> </li> <li class="devsite-nav-item devsite-nav-heading"> <span class="devsite-nav-title" tooltip> <span class="devsite-nav-text" tooltip> Healthcare and Life Sciences </span> </span> </li> <li class="devsite-nav-item"> <a href="/web/20210814141002/https://cloud.google.com/apigee/solutions/healthcare-apix" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Apigee Healthcare APIx" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="apigeeHealthcareApix"> <span class="devsite-nav-text" tooltip> Apigee Healthcare APIx </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210814141002/https://cloud.google.com/healthcare" 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" track-name="cloudHealthcareApi"> <span class="devsite-nav-text" tooltip> Cloud Healthcare API </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210814141002/https://cloud.google.com/life-sciences" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Cloud Life Sciences" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="cloudLifeSciences"> <span class="devsite-nav-text" tooltip> Cloud Life Sciences </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210814141002/https://cloud.google.com/natural-language" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Healthcare Natural Language AI" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="healthcareNaturalLanguageAi"> <span class="devsite-nav-text" tooltip> Healthcare Natural Language AI </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210814141002/https://cloud.google.com/anthos" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Hybrid and Multicloud" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="hybridAndMulticloud"> <span class="devsite-nav-text" tooltip> Hybrid and Multicloud </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210814141002/https://cloud.google.com/anthos" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Anthos" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="anthos"> <span class="devsite-nav-text" tooltip> Anthos </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210814141002/https://cloud.google.com/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" track-name="looker"> <span class="devsite-nav-text" tooltip> Looker </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210814141002/https://cloud.google.com/anthos/run" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Cloud Run for Anthos" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="cloudRunForAnthos"> <span class="devsite-nav-text" tooltip> Cloud Run for Anthos </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210814141002/https://cloud.google.com/kubernetes-applications" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Google Cloud Marketplace for Anthos" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="googleCloudMarketplaceForAnthos"> <span class="devsite-nav-text" tooltip> Google Cloud Marketplace for Anthos </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210814141002/https://cloud.google.com/migrate/anthos" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Migrate for Anthos" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="migrateForAnthos"> <span class="devsite-nav-text" tooltip> Migrate for Anthos </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210814141002/https://cloud.google.com/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" track-name="operations"> <span class="devsite-nav-text" tooltip> Operations </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210814141002/https://cloud.google.com/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" track-name="cloudBuild"> <span class="devsite-nav-text" tooltip> Cloud Build </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210814141002/https://cloud.google.com/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" track-name="trafficDirector"> <span class="devsite-nav-text" tooltip> Traffic Director </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210814141002/https://cloud.google.com/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" track-name="apigeeApiManagement"> <span class="devsite-nav-text" tooltip> Apigee API Management </span> </a> </li> <li class="devsite-nav-item devsite-nav-heading"> <span class="devsite-nav-title" tooltip> <span class="devsite-nav-text" tooltip> Internet of Things </span> </span> </li> <li class="devsite-nav-item"> <a href="/web/20210814141002/https://cloud.google.com/iot-core" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Cloud IoT Core" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="cloudIotCore"> <span class="devsite-nav-text" tooltip> Cloud IoT Core </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210814141002/https://cloud.google.com/edge-tpu" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Edge TPU" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="edgeTpu"> <span class="devsite-nav-text" tooltip> Edge TPU </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210814141002/https://cloud.google.com/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" track-name="managementTools"> <span class="devsite-nav-text" tooltip> Management Tools </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210814141002/https://cloud.google.com/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" track-name="cloudShell"> <span class="devsite-nav-text" tooltip> Cloud Shell </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210814141002/https://cloud.google.com/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" track-name="cloudConsole"> <span class="devsite-nav-text" tooltip> Cloud Console </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210814141002/https://cloud.google.com/console-app" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Cloud Mobile App" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="cloudMobileApp"> <span class="devsite-nav-text" tooltip> Cloud Mobile App </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210814141002/https://cloud.google.com/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" track-name="cloudApis"> <span class="devsite-nav-text" tooltip> Cloud APIs </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210814141002/https://cloud.google.com/private-catalog" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Private Catalog" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="privateCatalog"> <span class="devsite-nav-text" tooltip> Private Catalog </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210814141002/https://cloud.google.com/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" track-name="costManagement"> <span class="devsite-nav-text" tooltip> Cost Management </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210814141002/https://cloud.google.com/solutions/active-assist" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Intelligent Management" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="intelligentManagement"> <span class="devsite-nav-text" tooltip> Intelligent Management </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210814141002/https://cloud.google.com/docs/terraform" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Terraform on Google Cloud" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="terraformOnGoogleCloud"> <span class="devsite-nav-text" tooltip> Terraform on Google Cloud </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210814141002/https://cloud.google.com/config-connector" 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" track-name="configConnector"> <span class="devsite-nav-text" tooltip> Config Connector </span> </a> </li> <li class="devsite-nav-item devsite-nav-heading"> <span class="devsite-nav-title" tooltip> <span class="devsite-nav-text" tooltip> Media and Gaming </span> </span> </li> <li class="devsite-nav-item"> <a href="/web/20210814141002/https://cloud.google.com/game-servers" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Game Servers" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="gameServers"> <span class="devsite-nav-text" tooltip> Game Servers </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210814141002/https://cloud.google.com/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" track-name="opencue"> <span class="devsite-nav-text" tooltip> OpenCue </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210814141002/https://cloud.google.com/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" track-name="migration"> <span class="devsite-nav-text" tooltip> Migration </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210814141002/https://cloud.google.com/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" track-name="applicationMigration"> <span class="devsite-nav-text" tooltip> Application Migration </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210814141002/https://cloud.google.com/bigquery/transfer" 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" track-name="bigqueryDataTransferService"> <span class="devsite-nav-text" tooltip> BigQuery Data Transfer 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data-label="Responsive Tab: Cloud NAT" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="cloudNat"> <span class="devsite-nav-text" tooltip> Cloud NAT </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210814141002/https://cloud.google.com/hybrid-connectivity" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Hybrid Connectivity" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="hybridConnectivity"> <span class="devsite-nav-text" tooltip> Hybrid Connectivity </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210814141002/https://cloud.google.com/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" track-name="networkConnectivityCenter"> <span class="devsite-nav-text" tooltip> Network Connectivity Center </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210814141002/https://cloud.google.com/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" track-name="networkIntelligenceCenter"> <span class="devsite-nav-text" tooltip> Network Intelligence Center </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210814141002/https://cloud.google.com/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" track-name="networkServiceTiers"> <span class="devsite-nav-text" tooltip> Network Service Tiers </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210814141002/https://cloud.google.com/network-telemetry" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Network Telemetry" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="networkTelemetry"> <span class="devsite-nav-text" tooltip> Network Telemetry </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210814141002/https://cloud.google.com/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" track-name="trafficDirector"> <span class="devsite-nav-text" tooltip> Traffic Director </span> </a> </li> <li class="devsite-nav-item"> <a 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track-metadata-position="nav" track-name="errorReporting"> <span class="devsite-nav-text" tooltip> Error Reporting </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210814141002/https://cloud.google.com/kubernetes-engine-monitoring" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Kubernetes Engine Monitoring" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="kubernetesEngineMonitoring"> <span class="devsite-nav-text" tooltip> Kubernetes Engine Monitoring </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210814141002/https://cloud.google.com/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" track-name="cloudTrace"> <span class="devsite-nav-text" tooltip> Cloud Trace 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track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="cloudIam"> <span class="devsite-nav-text" tooltip> Cloud IAM </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210814141002/https://cloud.google.com/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" track-name="assuredWorkloads"> <span class="devsite-nav-text" tooltip> Assured Workloads </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210814141002/https://cloud.google.com/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" track-name="cloudKeyManagement"> <span class="devsite-nav-text" tooltip> Cloud Key Management </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210814141002/https://cloud.google.com/confidential-computing" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Confidential Computing" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="confidentialComputing"> <span class="devsite-nav-text" tooltip> Confidential Computing </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210814141002/https://cloud.google.com/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" track-name="securityCommandCenter"> <span class="devsite-nav-text" tooltip> Security Command Center </span> </a> </li> <li 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data-category="Site-Wide Custom Events" data-label="Responsive Tab: Secret Manager" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="secretManager"> <span class="devsite-nav-text" tooltip> Secret Manager </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210814141002/https://cloud.google.com/beyondcorp-enterprise" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: BeyondCorp Enterprise" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="beyondcorpEnterprise"> <span class="devsite-nav-text" tooltip> BeyondCorp Enterprise </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210814141002/https://cloud.google.com/products#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" track-name="seeAllSecurityAndIdentityProducts"> <span class="devsite-nav-text" tooltip> See all security and identity products </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210814141002/https://cloud.google.com/serverless" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Serverless Computing" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="serverlessComputing"> <span class="devsite-nav-text" tooltip> Serverless Computing </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210814141002/https://cloud.google.com/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" track-name="cloudRun"> <span class="devsite-nav-text" tooltip> Cloud Run </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210814141002/https://cloud.google.com/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" track-name="cloudFunctions"> <span class="devsite-nav-text" tooltip> Cloud Functions </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210814141002/https://cloud.google.com/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" track-name="appEngine"> <span class="devsite-nav-text" tooltip> App Engine </span> </a> </li> <li class="devsite-nav-item"> <a 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project-icon="https://www.gstatic.com/devrel-devsite/prod/vd7ff44c5bfb37fb3237a957a44096487cf6c040e737614b6a01efed4db62f3c8/cloud/images/favicons/onecloud/super_cloud.png" feedback-type="thumb-rating"> <button> Send feedback </button> </devsite-feedback> <h1 class="devsite-page-title">Concepts in service monitoring</h1> <devsite-bookmark></devsite-bookmark> <devsite-toc class="devsite-nav" devsite-toc-embedded> </devsite-toc> <div class="devsite-article-body clearfix "> </p> </p> </p> </p> </p> </p> </p> </p> </p> </p> </p> </p> </p> </p> </p> </p> </p> </p> </p> </p> </p> </p> </p> </p> </p> </p> </p> </p> </p> </p> </p> </p> </p> </p> </p> </p> </p> </p> </p> </p> </p> </p> </p> </p> </p> </p> </p> </p> </p> </p> </p> </p> </p> </p> </p> </p> </p> </p> </p> </p> </p> </p> </p> </p> </p> </p> </p> </p> </p> </p> </p> </p> </p> </p> </p> </p> </p> </p> </p> </p> </p> </p> </p> </p> </p> </p> </p> </p> </p> </p> </p> </p> </p> </p> </p> </p> </p> </p> </p> </p> </p> </p> </p> </p> </p> </p> </p> </p> </p> </p> </p> </p> </p> </p> </p> </p> </p> </p> </p> </p> </p> </p> </p> </p> </p> </p> </p> </p> </p> <p>Service monitoring and the SLO API help you manage your services like Google manages its own services. The core notions of service monitoring include the following:</p> <ul> <li>Selecting metrics that act as <em>service-level indicators</em> (SLIs).</li> <li>Using the SLIs to set <em>service-level objectives</em> (SLOs) for the SLI values.</li> <li>Using the <em>error budget</em> implied by the SLO to mitigate risk in your service.</li> </ul> <p>This page introduces these concepts and describes some of the things to consider when designing an SLO. The other pages in this section put these concepts into practice.</p> <h2 id="svcmon-terms" data-text="Terminology">Terminology</h2> <p>Service monitoring has a set of core concepts, which are introduced here:</p> <ul> <li>Service-level indicator (SLI): a measurement of performance.</li> <li>Service-level objective (SLO): a statement of desired performance.</li> <li>Error budget: a measurement of the difference between actual and desired performance.</li> </ul> <h3 id="defn-sli" data-text="Service-level indicators">Service-level indicators</h3> <p>Cloud Monitoring collects metrics that measure the performance of the service infrastructure. Examples of performance metrics include the following:</p> <ul> <li>Request count: for example, the number of HTTP requests per minute that result in 2xx or 5xx responses.</li> <li>Response latencies: for example, the latency for HTTP 2xx responses.</li> </ul> <p>The performance metrics are automatically identified based for a set of known service types: Anthos Service Mesh, Istio on Google Kubernetes Engine, and App Engine. You can also define your own service type and select performance metrics for it.</p> <p>The performance metrics are the basis of the SLIs for your service. An SLI describes the performance of some aspect of your service. For services on Anthos Service Mesh, Istio on Google Kubernetes Engine, and App Engine, useful SLIs are already known. For example, if your service has request-count or response-latencies metrics, standard service-level indicators (SLIs) can be derived from those metrics by creating ratios as follows:</p> <ul> <li>An <em>availability</em> SLI is the ratio of the number of successful responses to the number of all responses.</li> <li>A <em>latency</em> SLI is the ratio of the number of calls below a latency threshold to the number of all calls.</li> </ul> <p>You can also set up service-specific SLIs for some other measure of what “good performance” means. These SLIs generally fall into two categories:</p> <ul> <li>Request-based SLIs, where good service is measured by counting atomic units of service, like the number of successful HTTP requests.</li> <li>Windows-based SLIs, where good service is measured by counting the number of time periods, or windows, during which performance meets a goodness criterion, like response latency below a given threshold.</li> </ul> <p>These SLIs are described in more detail in <a href="#slo-types">Compliance in request- and windows-based SLOs</a>.</p> <p>For examples that create SLIs for selected services, see <a href="/web/20210814141002/https://cloud.google.com/stackdriver/docs/solutions/slo-monitoring/sli-metrics/overview">Creating SLIs from metrics</a>.</p> <h3 id="defn-slo" data-text="Service-level objectives">Service-level objectives</h3> <p>An SLO is a target value for an SLI, measured over a period of time. The service determines the available SLIs, and you specify SLOs based on the SLIs. The SLO defines what qualifies as good service. You can create up to 500 for each service in Cloud Monitoring.</p> <p>An SLO is built on the following kinds of information:</p> <ul> <li>An SLI, which measures the performance of the service.</li> <li>A performance goal, which specifies the desired level of performance.</li> <li>A time period, called the compliance period, for measuring how the SLI compares to the performance goal.</li> </ul> <p>For example, you might have requirements like these:</p> <ul> <li>Latency can exceed 300 ms in only 5 percent of the requests over a rolling 30-day period.</li> <li>The system must have 99% availability measured over a calendar week.</li> </ul> <p>Requirements like these can provide the basis for SLOs. See <a href="#slo-tips">Designing and using SLOs</a> for guidance on setting good SLOs.</p> <p>Changes in SLO compliance can also indicate the onset of failures. Monitoring these changes might give you enough warning that you can fix a problem before it cascades. So alerting policies are typically used to monitor SLO compliance. For more information, see <a href="/web/20210814141002/https://cloud.google.com/stackdriver/docs/solutions/slo-monitoring/alerting-on-budget-burn-rate">Alerting on your error budget</a>.</p> <p>A useful SLO is under 100%, because the SLO determines your error budget. SLOs are typically described as a “number of nines”: 99% (2 nines), 99.9% (3 nines), and so forth. The highest value you can set is 99.9%, but you can use any lower value that is appropriate for your service.</p> <h3 id="defn-error-budget" data-text="Error budgets">Error budgets</h3> <p>An SLO specifies the degree to which a service must perform during a compliance period. What's left over in the compliance period becomes the <em>error budget</em>. The error budget quantifies the degree to which a service can fail to perform during the compliance period and still meet the SLO.</p> <p>Error budgets let you track how many bad individual events (like requests) are allowed to occur during the remainder of your compliance period before you violate the SLO. You can use the error budget to help you manage maintenance tasks like deployment of new versions. If the error budget is close to depleted, then taking risky actions like pushing new updates might result in your violating an SLO.</p> <p>Your error budget for a compliance period is (1 − <em>SLO goal</em>) × (<em>eligible events in compliance period</em>). For example, if your SLO is for 85% of requests to be good in a 7-day rolling period, then your error budget allows 15% of these requests to be bad. If you received, say, 60,480 requests in the past week, your error budget is 15% of that total, or 9,072 requests that are permitted to be bad. If you served more errors than this, your service was out of SLO for the 7-day compliance period.</p> <h2 id="slo-tips" data-text="Designing and using SLOs">Designing and using SLOs</h2> <p>What makes a good SLO? What are things to consider in making the choices? This section provides an overview of some of the general concepts behind designing and using SLOs. This topic is covered in much more detail in <a href="https://web.archive.org/web/20210814141002/https://landing.google.com/sre/book.html"><em>Site Reliability Engineering: How Google Runs Production Systems</em></a>, in the <a href="https://web.archive.org/web/20210814141002/https://landing.google.com/sre/book/chapters/service-level-objectives.html">chapter on SLOs</a>.</p> <p>SLOs define the target performance you want from your service. In general, SLOs should be <em>no higher than necessary or meaningful</em>. If your users cannot tell the difference between 99% availability and 99.9% availability of your service, use the lower value as the SLO. The higher value is more expensive to meet, and it won't make a difference to your users. A service required to meet a 100% SLO goal has no error budget. Setting such an SLO is bad practice.</p> <p>SLOs are typically more stringent than public or contractual commitments. You want an SLO to be tighter than a public commitment. This way, if something happens that causes violation of the SLO, you are aware of and fixing the problem before it causes a violation of a commitment or contract. Violating a commitment or contract may have reputational, financial, or legal implications. An SLO is part of an early-warning system to prevent that from happening.</p> <h3 id="compliance-period" data-text="Compliance periods">Compliance periods</h3> <p>There are two types of compliance periods for SLOs:</p> <ul> <li>Calendar-based periods (from date to date)</li> <li>Rolling periods (from <em>n</em> days ago to now, where <em>n</em> ranges from 1 to 30 days)</li> </ul> <h4 id="compiliance-period-calendar" data-text="Calendar-based compliance periods">Calendar-based compliance periods</h4> <p>Compliance periods can be set to calendar periods like a week or a month. The compliance period and error budget reset on well-known calendar boundaries. For the possible values, see <a href="/web/20210814141002/https://cloud.google.com/monitoring/api/ref_v3/rest/v3/services.serviceLevelObjectives#CalendarPeriod"><code translate="no" dir="ltr">CalendarPeriod</code></a>.</p> <p>With a calendar period, you get a performance score at the end of the period. Measured against the performance threshold, the performance score lets you know whether your service was compliant or not. When you use a calendar period, you only get a compliance rating once every compliance period, even though you see the performance throughout the period. But the end-of-period score gives you an easy-to-read value that matches easily against your customer billing periods (if you have external paying customers).</p> <p>Like months on a calendar, monthly compliance periods vary in the number of days they cover.</p> <h4 id="compiliance-period-rolling" data-text="Rolling window-based compliance periods">Rolling window-based compliance periods</h4> <p>You can also measure compliance over a rolling period, so that you are always evaluating, for example, the last 30 days. With a rolling period, the oldest data in the previous calculation drops out of the current calculation and new data replaces it.</p> <p>With a rolling window, you get more compliance measurements; that is, you get a measure of compliance for the last 30 days, rather than one per month. Services can transition between compliance and noncompliance as the SLO status changes daily, as old data points are dropped and new ones added.</p> <h3 id="slo-types" data-text="Compliance in request- and windows-based SLOs">Compliance in request- and windows-based SLOs</h3> <p>Determining whether an SLO is in compliance depends on two factors:</p> <ul> <li>How the compliance period is determined. This determination is discussed in <a href="#compliance-period">Compliance periods</a>.</li> <li>The type of SLO. There are two types of SLOs: <ul> <li>Request-based SLOs</li> <li>Windows-based SLOs</li> </ul></li> </ul> <p><em>Compliance</em> is the ratio of good events to total events, measured over the compliance period. The type of SLO determines what constitutes an “event”.</p> <p>If your SLO is 99.9%, then you're meeting it if your compliance is at least 99.9%. The max value is 100%.</p> <h4 id="slo-type-request" data-text="Request-based SLOs">Request-based SLOs</h4> <p>A <em>request-based SLO</em> is based on an SLI that is defined as the ratio of the number of good requests to the total number of requests. A request-based SLO is met when that ratio meets or exceeds the goal for the compliance period.</p> <p>For example, consider this request-based SLO: “Latency is below 100 ms for at least 95% of requests.” A good request is one with a response time less than 100 ms, so the measure of compliance is the fraction of requests with response times under 100 ms. The service is compliant if this fraction is at least 0.95.</p> <p>Request-based SLOs give you a sense of what percentage of work your service did properly over the entire compliance period, no matter how the load was distributed throughout the compliance period.</p> <h4 id="slo-type-time" data-text="Windows-based SLOs">Windows-based SLOs</h4> <p>A <em>windows-based SLO</em> is based on an SLI defined as the ratio of the number of measurement intervals that meets some goodness criterion to the total number of intervals. A windows-based SLO is met when that ratio meets or exceeds the goal for the compliance period.</p> <p>For example, consider this SLO: “The 95th percentile latency metric is less than 100 ms for at least 99% of 10-minute windows”. A good measurement period is a 10-minute span in which 95% of the requests have latency under 100 ms. The measure of compliance is the fraction of such good periods. The service is compliant if this fraction is at least 0.99.</p> <aside class="note"><strong>Note:</strong><span> If the raw metric available to you is a latency percentile, then you must use a windows-based SLO.</span></aside> <p>For another example, suppose you configure your compliance period to be a rolling 30 days, the measurement interval to be a minute, and the SLO goal to be 99%. To meet this SLO, your service must have 42,768 “good” intervals out of 43,200 minutes (99% of the number of minutes in 30 days).</p> <p>A windows-based SLO gives you an idea of what percentage of the time your customers found the service to be working well or poorly. This type of SLO can hide the effects of “bursty” behavior: A measurement interval that failed every one of its calls count against the SLO as much as a measurement interval that had one error too many. Also, intervals with a low number of calls counts against the SLO as much as a measurement interval with heavy activity.</p> <h3 id="trajectory" data-text="Trajectory of error budgets">Trajectory of error budgets</h3> <p>The error budget is the difference between 100% good service and your SLO, the desired level of good service. The difference between them is your wiggle room.</p> <p>In general, an error budget starts as a maximum value and drops over time, triggering an SLO violation when the error budget drops below 0.</p> <p>There are a couple of notable exceptions to this pattern:</p> <ul> <li><p>If you have a request-based SLO measured over a calendar compliance period, and the service has increased activity over the compliance period, the remaining error budget can actually rise.</p> <p>How is that possible? The SLO system can't know in advance how much activity the service will have in each compliance period, so it extrapolates a likely value. This value is the ratio of calls up to the present time over the elapsed time since the beginning of the compliance period, multiplied by the length of the compliance period.</p> <p>As activity rate goes up, the expected traffic for the period also goes up, and as a result, the error budget rises.</p></li> <li><p>If you are measuring an SLO over a rolling compliance period, you are effectively always at the end of a compliance period. Rather than starting from scratch, old data points are continuously dropped and new data points are continuously added.</p> <p>If a period of poor compliance rolls out of the compliance window, and if the present time, replacing it, is compliant, the error budget goes up. At any point in time, an error budget ≥ 0 indicates a compliant rolling SLO window, and an error budget < 0 indicates a non-compliant rolling SLO window.</p></li> </ul> <h2 id="slo-alerts" data-text="Monitoring your error budget">Monitoring your error budget</h2> <p>You can create alerting policies to warn you that your error budget is being consumed at a faster than desired rate. See <a href="/web/20210814141002/https://cloud.google.com/stackdriver/docs/solutions/slo-monitoring/alerting-on-budget-burn-rate">Alerting on your error budget</a> for more information.</p> <h2 id="whats_next" data-text="What's next">What's next</h2> <ul> <li><a href="/web/20210814141002/https://cloud.google.com/stackdriver/docs/solutions/slo-monitoring/microservices">Microservices</a> describes microservices and how to use the Google Cloud Console to configure, view, and manage your microservices.</li> <li><a href="/web/20210814141002/https://cloud.google.com/stackdriver/docs/solutions/slo-monitoring/alerting-on-budget-burn-rate">Alerting on your burn rate</a> describes how to monitor your SLIs so that you are alerted to possible problems.</li> <li><a href="/web/20210814141002/https://cloud.google.com/stackdriver/docs/solutions/slo-monitoring/api/using-api">Working with the SLO API</a> shows how to use the SLO API, a subset of the Cloud Monitoring API, to create services, SLOs and related structures.</li> </ul> <devsite-hats-survey class="nocontent" hats-id="mwETRvWii0eU5NUYprb0Y9z5GVbc" listnr-id="83405"></devsite-hats-survey> </div> <devsite-thumb-rating position="footer"> <template class="thumb-down-categories"> [{ "type": "thumb-down", "id": "hardToUnderstand", "label":"Hard to understand" },{ "type": "thumb-down", "id": "incorrectInformationOrSampleCode", "label":"Incorrect information or sample code" },{ "type": "thumb-down", "id": "missingTheInformationSamplesINeed", "label":"Missing the information/samples I need" },{ "type": "thumb-down", "id": "otherDown", "label":"Other" }] </template> <template class="thumb-up-categories"> [{ "type": "thumb-up", "id": "easyToUnderstand", "label":"Easy to understand" },{ "type": "thumb-up", "id": "solvedMyProblem", "label":"Solved my problem" },{ "type": "thumb-up", "id": "otherUp", "label":"Other" }] </template> <template class="thumb-rating-feedback"> <devsite-feedback position="thumb-rating" project-name="Operations Suite" product-id="107870" bucket="" context="Operations docs feedback link" version="t-devsite-webserver-20210809-r02-rc00.437250104648096395" data-label="Send Feedback Button" track-type="feedback" track-name="sendFeedbackLink" track-metadata-position="thumb-rating" project-icon="https://www.gstatic.com/devrel-devsite/prod/vd7ff44c5bfb37fb3237a957a44096487cf6c040e737614b6a01efed4db62f3c8/cloud/images/favicons/onecloud/super_cloud.png" feedback-type="thumb-rating"> <button> Need to tell us more? </button> </devsite-feedback> </template> </devsite-thumb-rating> <devsite-feedback position="footer" project-name="Operations Suite" product-id="107870" bucket="" context="Operations docs feedback link" version="t-devsite-webserver-20210809-r02-rc00.437250104648096395" data-label="Send Feedback Button" track-type="feedback" track-name="sendFeedbackLink" track-metadata-position="footer" project-icon="https://www.gstatic.com/devrel-devsite/prod/vd7ff44c5bfb37fb3237a957a44096487cf6c040e737614b6a01efed4db62f3c8/cloud/images/favicons/onecloud/super_cloud.png" feedback-type="thumb-rating"> <button> Send feedback </button> </devsite-feedback> </article> <devsite-content-footer class="nocontent"> <p>Except as otherwise noted, the content of this page is licensed under the <a href="https://web.archive.org/web/20210814141002/https://creativecommons.org/licenses/by/4.0/">Creative Commons Attribution 4.0 License</a>, and code samples are licensed under the <a href="https://web.archive.org/web/20210814141002/https://www.apache.org/licenses/LICENSE-2.0">Apache 2.0 License</a>. 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