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Configure CPU limits | Cloud Run Documentation | Google Cloud
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data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /run/docs/resource-model" track-type="bookNav" track-name="click" track-metadata-eventdetail="/run/docs/resource-model" ><span class="devsite-nav-text" tooltip>Cloud Run resource model</span></a></li> <li class="devsite-nav-item"><a href="/run/docs/container-contract" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /run/docs/container-contract" track-type="bookNav" track-name="click" track-metadata-eventdetail="/run/docs/container-contract" ><span class="devsite-nav-text" tooltip>Container runtime contract</span></a></li> <li class="devsite-nav-item"><a href="/run/docs/fit-for-run" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /run/docs/fit-for-run" track-type="bookNav" track-name="click" track-metadata-eventdetail="/run/docs/fit-for-run" ><span class="devsite-nav-text" tooltip>Is my service a good fit for Cloud Run?</span></a></li> <li class="devsite-nav-item devsite-nav-preview"><a href="/run/docs/functions-with-run" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /run/docs/functions-with-run" track-type="bookNav" track-name="click" track-metadata-eventdetail="/run/docs/functions-with-run" ><span class="devsite-nav-text" tooltip>When should I deploy a function?</span><span class="devsite-nav-icon material-icons" data-icon="preview" data-title="Preview" aria-hidden="true"></span></a></li> <li class="devsite-nav-item devsite-nav-heading"><div class="devsite-nav-title devsite-nav-title-no-path"> <span class="devsite-nav-text" tooltip>Get started</span> </div></li> <li class="devsite-nav-item"><a href="/run/docs/quickstarts" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: 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href="/run/docs/quickstarts/deploy-continuously" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /run/docs/quickstarts/deploy-continuously" track-type="bookNav" track-name="click" track-metadata-eventdetail="/run/docs/quickstarts/deploy-continuously" ><span class="devsite-nav-text" tooltip>Create template repository and deploy from a git repository</span></a></li><li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> <span class="devsite-nav-text" tooltip>Deploy a Hello World service from source code</span> </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/run/docs/quickstarts/build-and-deploy/deploy-go-service" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /run/docs/quickstarts/build-and-deploy/deploy-go-service" track-type="bookNav" track-name="click" track-metadata-eventdetail="/run/docs/quickstarts/build-and-deploy/deploy-go-service" ><span class="devsite-nav-text" tooltip>Go</span></a></li><li class="devsite-nav-item"><a href="/run/docs/quickstarts/build-and-deploy/deploy-nodejs-service" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /run/docs/quickstarts/build-and-deploy/deploy-nodejs-service" track-type="bookNav" track-name="click" track-metadata-eventdetail="/run/docs/quickstarts/build-and-deploy/deploy-nodejs-service" ><span class="devsite-nav-text" tooltip>Node.js</span></a></li><li class="devsite-nav-item"><a href="/run/docs/quickstarts/build-and-deploy/deploy-python-service" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /run/docs/quickstarts/build-and-deploy/deploy-python-service" track-type="bookNav" track-name="click" track-metadata-eventdetail="/run/docs/quickstarts/build-and-deploy/deploy-python-service" ><span class="devsite-nav-text" tooltip>Python</span></a></li><li class="devsite-nav-item"><a href="/run/docs/quickstarts/build-and-deploy/deploy-java-service" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /run/docs/quickstarts/build-and-deploy/deploy-java-service" track-type="bookNav" track-name="click" track-metadata-eventdetail="/run/docs/quickstarts/build-and-deploy/deploy-java-service" ><span class="devsite-nav-text" tooltip>Java</span></a></li><li class="devsite-nav-item"><a href="/run/docs/quickstarts/build-and-deploy/deploy-kotlin-service" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /run/docs/quickstarts/build-and-deploy/deploy-kotlin-service" track-type="bookNav" track-name="click" track-metadata-eventdetail="/run/docs/quickstarts/build-and-deploy/deploy-kotlin-service" ><span class="devsite-nav-text" tooltip>Kotlin</span></a></li><li class="devsite-nav-item"><a href="/run/docs/quickstarts/build-and-deploy/deploy-dotnet-service" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /run/docs/quickstarts/build-and-deploy/deploy-dotnet-service" track-type="bookNav" track-name="click" track-metadata-eventdetail="/run/docs/quickstarts/build-and-deploy/deploy-dotnet-service" ><span class="devsite-nav-text" tooltip>C#</span></a></li><li class="devsite-nav-item"><a href="/run/docs/quickstarts/build-and-deploy/deploy-c-plus-plus-service" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: 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/run/docs/quickstarts/build-and-deploy/deploy-ruby-service" track-type="bookNav" track-name="click" track-metadata-eventdetail="/run/docs/quickstarts/build-and-deploy/deploy-ruby-service" ><span class="devsite-nav-text" tooltip>Ruby</span></a></li><li class="devsite-nav-item"><a href="/run/docs/quickstarts/build-and-deploy/deploy-service-other-languages" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /run/docs/quickstarts/build-and-deploy/deploy-service-other-languages" track-type="bookNav" track-name="click" track-metadata-eventdetail="/run/docs/quickstarts/build-and-deploy/deploy-service-other-languages" ><span class="devsite-nav-text" tooltip>Other</span></a></li><li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> <span class="devsite-nav-text" tooltip>Frameworks</span> </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/run/docs/quickstarts/frameworks/frameworks-overview" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /run/docs/quickstarts/frameworks/frameworks-overview" track-type="bookNav" track-name="click" track-metadata-eventdetail="/run/docs/quickstarts/frameworks/frameworks-overview" ><span class="devsite-nav-text" tooltip>Overview</span></a></li><li class="devsite-nav-item"><a href="/run/docs/quickstarts/frameworks/deploy-angular-ssr-service" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /run/docs/quickstarts/frameworks/deploy-angular-ssr-service" track-type="bookNav" track-name="click" track-metadata-eventdetail="/run/docs/quickstarts/frameworks/deploy-angular-ssr-service" ><span class="devsite-nav-text" tooltip>Angular SSR</span></a></li><li class="devsite-nav-item"><a href="/run/docs/quickstarts/frameworks/deploy-nextjs-service" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /run/docs/quickstarts/frameworks/deploy-nextjs-service" track-type="bookNav" track-name="click" track-metadata-eventdetail="/run/docs/quickstarts/frameworks/deploy-nextjs-service" ><span class="devsite-nav-text" tooltip>Next.js</span></a></li><li class="devsite-nav-item"><a href="/run/docs/quickstarts/frameworks/deploy-nuxtjs-service" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /run/docs/quickstarts/frameworks/deploy-nuxtjs-service" track-type="bookNav" track-name="click" track-metadata-eventdetail="/run/docs/quickstarts/frameworks/deploy-nuxtjs-service" ><span class="devsite-nav-text" tooltip>Nuxt.js</span></a></li><li class="devsite-nav-item"><a href="/run/docs/quickstarts/frameworks/deploy-sveltekit-service" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /run/docs/quickstarts/frameworks/deploy-sveltekit-service" track-type="bookNav" track-name="click" track-metadata-eventdetail="/run/docs/quickstarts/frameworks/deploy-sveltekit-service" ><span class="devsite-nav-text" tooltip>SvelteKit</span></a></li></ul></div></li></ul></div></li></ul></div></li> <li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> <span class="devsite-nav-text" tooltip>Execute a sample job</span> </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/run/docs/quickstarts/jobs/create-execute" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /run/docs/quickstarts/jobs/create-execute" track-type="bookNav" track-name="click" track-metadata-eventdetail="/run/docs/quickstarts/jobs/create-execute" ><span class="devsite-nav-text" tooltip>Execute a job</span></a></li><li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> <span class="devsite-nav-text" tooltip>Execute a job from source code</span> </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/run/docs/quickstarts/jobs/build-create-go" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /run/docs/quickstarts/jobs/build-create-go" track-type="bookNav" track-name="click" track-metadata-eventdetail="/run/docs/quickstarts/jobs/build-create-go" ><span class="devsite-nav-text" tooltip>Go</span></a></li><li class="devsite-nav-item"><a href="/run/docs/quickstarts/jobs/build-create-nodejs" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /run/docs/quickstarts/jobs/build-create-nodejs" track-type="bookNav" track-name="click" track-metadata-eventdetail="/run/docs/quickstarts/jobs/build-create-nodejs" ><span class="devsite-nav-text" tooltip>Node.js</span></a></li><li class="devsite-nav-item"><a href="/run/docs/quickstarts/jobs/build-create-python" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /run/docs/quickstarts/jobs/build-create-python" track-type="bookNav" track-name="click" track-metadata-eventdetail="/run/docs/quickstarts/jobs/build-create-python" ><span class="devsite-nav-text" tooltip>Python</span></a></li><li class="devsite-nav-item"><a href="/run/docs/quickstarts/jobs/build-create-java" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /run/docs/quickstarts/jobs/build-create-java" track-type="bookNav" track-name="click" track-metadata-eventdetail="/run/docs/quickstarts/jobs/build-create-java" ><span class="devsite-nav-text" tooltip>Java</span></a></li><li class="devsite-nav-item"><a href="/run/docs/quickstarts/jobs/build-create-shell" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /run/docs/quickstarts/jobs/build-create-shell" track-type="bookNav" track-name="click" track-metadata-eventdetail="/run/docs/quickstarts/jobs/build-create-shell" ><span class="devsite-nav-text" tooltip>Shell</span></a></li></ul></div></li></ul></div></li> <li class="devsite-nav-item devsite-nav-expandable devsite-nav-preview"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> <span class="devsite-nav-text" tooltip>Deploy a sample function</span><span class="devsite-nav-icon material-icons" data-icon="preview" data-title="Preview" aria-hidden="true"></span> </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/run/docs/quickstarts/functions/deploy-functions-console" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /run/docs/quickstarts/functions/deploy-functions-console" track-type="bookNav" track-name="click" track-metadata-eventdetail="/run/docs/quickstarts/functions/deploy-functions-console" ><span class="devsite-nav-text" tooltip>Deploy a function using the console</span></a></li><li class="devsite-nav-item"><a href="/run/docs/quickstarts/functions/deploy-functions-gcloud" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /run/docs/quickstarts/functions/deploy-functions-gcloud" track-type="bookNav" track-name="click" track-metadata-eventdetail="/run/docs/quickstarts/functions/deploy-functions-gcloud" ><span class="devsite-nav-text" tooltip>Deploy a function using gcloud</span></a></li></ul></div></li> <li class="devsite-nav-item devsite-nav-heading"><div class="devsite-nav-title devsite-nav-title-no-path"> <span class="devsite-nav-text" tooltip>Develop</span> </div></li> <li class="devsite-nav-item"><a href="/run/docs/setup" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /run/docs/setup" track-type="bookNav" track-name="click" track-metadata-eventdetail="/run/docs/setup" ><span class="devsite-nav-text" tooltip>Set up your environment</span></a></li> <li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> <span class="devsite-nav-text" tooltip>Plan and prepare your service</span> </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/run/docs/developing" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /run/docs/developing" track-type="bookNav" track-name="click" track-metadata-eventdetail="/run/docs/developing" ><span class="devsite-nav-text" tooltip>Develop your service</span></a></li><li class="devsite-nav-item"><a href="/run/docs/building/containerize-your-code" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /run/docs/building/containerize-your-code" track-type="bookNav" track-name="click" track-metadata-eventdetail="/run/docs/building/containerize-your-code" ><span class="devsite-nav-text" tooltip>Containerize your code</span></a></li><li class="devsite-nav-item"><a href="/run/docs/integrate/using-gcp-services" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /run/docs/integrate/using-gcp-services" track-type="bookNav" track-name="click" track-metadata-eventdetail="/run/docs/integrate/using-gcp-services" ><span class="devsite-nav-text" tooltip>Connect to Google Cloud services</span></a></li><li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> <span class="devsite-nav-text" tooltip>Tutorials</span> </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/run/docs/tutorials/system-packages" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /run/docs/tutorials/system-packages" track-type="bookNav" track-name="click" track-metadata-eventdetail="/run/docs/tutorials/system-packages" ><span class="devsite-nav-text" tooltip>Install a system package in your container</span></a></li><li class="devsite-nav-item"><a href="/run/docs/tutorials/gcloud" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /run/docs/tutorials/gcloud" track-type="bookNav" track-name="click" track-metadata-eventdetail="/run/docs/tutorials/gcloud" ><span class="devsite-nav-text" tooltip>Run gcloud commands within your container</span></a></li></ul></div></li></ul></div></li> <li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> <span class="devsite-nav-text" tooltip>Build and test</span> </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/run/docs/building/containers" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /run/docs/building/containers" track-type="bookNav" track-name="click" track-metadata-eventdetail="/run/docs/building/containers" ><span class="devsite-nav-text" tooltip>Build containers</span></a></li><li class="devsite-nav-item"><a href="/run/docs/building/functions" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /run/docs/building/functions" track-type="bookNav" track-name="click" track-metadata-eventdetail="/run/docs/building/functions" ><span class="devsite-nav-text" tooltip>Build functions</span></a></li><li class="devsite-nav-item"><a href="/run/docs/testing/local" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /run/docs/testing/local" track-type="bookNav" track-name="click" track-metadata-eventdetail="/run/docs/testing/local" ><span class="devsite-nav-text" tooltip>Local testing</span></a></li></ul></div></li> <li class="devsite-nav-item devsite-nav-heading"><div class="devsite-nav-title devsite-nav-title-no-path"> <span class="devsite-nav-text" tooltip>Serve HTTP requests</span> </div></li> <li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> <span class="devsite-nav-text" tooltip>Deploy services</span> </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/run/docs/deploying" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /run/docs/deploying" track-type="bookNav" track-name="click" track-metadata-eventdetail="/run/docs/deploying" ><span class="devsite-nav-text" tooltip>Deploy container images</span></a></li><li class="devsite-nav-item"><a href="/run/docs/continuous-deployment-with-cloud-build" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /run/docs/continuous-deployment-with-cloud-build" track-type="bookNav" track-name="click" track-metadata-eventdetail="/run/docs/continuous-deployment-with-cloud-build" ><span class="devsite-nav-text" tooltip>Continuous deployment from git</span></a></li><li class="devsite-nav-item"><a href="/run/docs/deploying-source-code" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /run/docs/deploying-source-code" track-type="bookNav" track-name="click" track-metadata-eventdetail="/run/docs/deploying-source-code" ><span class="devsite-nav-text" tooltip>Deploy from source code</span></a></li><li class="devsite-nav-item devsite-nav-preview"><a href="/run/docs/deploy-functions" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /run/docs/deploy-functions" track-type="bookNav" track-name="click" track-metadata-eventdetail="/run/docs/deploy-functions" ><span class="devsite-nav-text" tooltip>Deploy functions</span><span class="devsite-nav-icon material-icons" data-icon="preview" data-title="Preview" aria-hidden="true"></span></a></li></ul></div></li> <li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> <span class="devsite-nav-text" tooltip>Serve web traffic</span> </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/run/docs/mapping-custom-domains" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /run/docs/mapping-custom-domains" track-type="bookNav" track-name="click" track-metadata-eventdetail="/run/docs/mapping-custom-domains" ><span class="devsite-nav-text" tooltip>Mapping custom domains</span></a></li><li class="devsite-nav-item"><a href="/run/docs/set-up-cdn" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /run/docs/set-up-cdn" track-type="bookNav" track-name="click" track-metadata-eventdetail="/run/docs/set-up-cdn" ><span class="devsite-nav-text" tooltip>Serving static assets with CDN</span></a></li><li class="devsite-nav-item"><a href="/run/docs/multiple-regions" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /run/docs/multiple-regions" track-type="bookNav" track-name="click" track-metadata-eventdetail="/run/docs/multiple-regions" ><span class="devsite-nav-text" tooltip>Serving traffic from multiple regions</span></a></li><li class="devsite-nav-item"><a href="/run/docs/configuring/session-affinity" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /run/docs/configuring/session-affinity" track-type="bookNav" track-name="click" track-metadata-eventdetail="/run/docs/configuring/session-affinity" ><span class="devsite-nav-text" tooltip>Enable session affinity</span></a></li><li class="devsite-nav-item"><a href="/run/docs/internet-proxy-nginx-sidecar" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /run/docs/internet-proxy-nginx-sidecar" track-type="bookNav" track-name="click" track-metadata-eventdetail="/run/docs/internet-proxy-nginx-sidecar" ><span class="devsite-nav-text" tooltip>Frontend proxying using Nginx</span></a></li></ul></div></li> <li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> <span class="devsite-nav-text" tooltip>Manage services</span> </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/run/docs/managing/services" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /run/docs/managing/services" track-type="bookNav" track-name="click" track-metadata-eventdetail="/run/docs/managing/services" ><span class="devsite-nav-text" tooltip>View, copy, or delete services</span></a></li><li class="devsite-nav-item"><a href="/run/docs/managing/revisions" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /run/docs/managing/revisions" track-type="bookNav" track-name="click" track-metadata-eventdetail="/run/docs/managing/revisions" ><span class="devsite-nav-text" tooltip>View or delete revisions</span></a></li><li class="devsite-nav-item"><a href="/run/docs/rollouts-rollbacks-traffic-migration" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /run/docs/rollouts-rollbacks-traffic-migration" track-type="bookNav" track-name="click" track-metadata-eventdetail="/run/docs/rollouts-rollbacks-traffic-migration" ><span class="devsite-nav-text" tooltip>Traffic migration, gradual rollouts, rollbacks</span></a></li></ul></div></li> <li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> <span class="devsite-nav-text" tooltip>Configure services</span> </div><ul class="devsite-nav-section"><li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> <span class="devsite-nav-text" tooltip>Capacity</span> </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/run/docs/configuring/services/memory-limits" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /run/docs/configuring/services/memory-limits" track-type="bookNav" track-name="click" track-metadata-eventdetail="/run/docs/configuring/services/memory-limits" ><span class="devsite-nav-text" tooltip>Memory limits</span></a></li><li class="devsite-nav-item"><a href="/run/docs/configuring/services/cpu" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /run/docs/configuring/services/cpu" track-type="bookNav" track-name="click" track-metadata-eventdetail="/run/docs/configuring/services/cpu" ><span class="devsite-nav-text" tooltip>CPU limits</span></a></li><li class="devsite-nav-item"><a href="/run/docs/configuring/cpu-allocation" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /run/docs/configuring/cpu-allocation" track-type="bookNav" track-name="click" track-metadata-eventdetail="/run/docs/configuring/cpu-allocation" ><span class="devsite-nav-text" tooltip>CPU allocation</span></a></li><li class="devsite-nav-item devsite-nav-expandable devsite-nav-preview"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> <span class="devsite-nav-text" tooltip>GPU</span><span class="devsite-nav-icon material-icons" data-icon="preview" data-title="Preview" aria-hidden="true"></span> </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/run/docs/configuring/services/gpu" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /run/docs/configuring/services/gpu" track-type="bookNav" track-name="click" track-metadata-eventdetail="/run/docs/configuring/services/gpu" ><span class="devsite-nav-text" tooltip>GPU configuration</span></a></li><li class="devsite-nav-item"><a href="/run/docs/configuring/services/gpu-best-practices" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /run/docs/configuring/services/gpu-best-practices" track-type="bookNav" track-name="click" track-metadata-eventdetail="/run/docs/configuring/services/gpu-best-practices" ><span class="devsite-nav-text" tooltip>GPU performance best practices</span></a></li><li class="devsite-nav-item"><a href="/run/docs/tutorials/gpu-gemma2-with-ollama" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /run/docs/tutorials/gpu-gemma2-with-ollama" track-type="bookNav" track-name="click" track-metadata-eventdetail="/run/docs/tutorials/gpu-gemma2-with-ollama" ><span class="devsite-nav-text" tooltip>Run LLM inference on Cloud Run GPUs with Ollama</span></a></li><li class="devsite-nav-item"><a href="/run/docs/tutorials/gpu-gemma2-with-vllm" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /run/docs/tutorials/gpu-gemma2-with-vllm" track-type="bookNav" track-name="click" track-metadata-eventdetail="/run/docs/tutorials/gpu-gemma2-with-vllm" ><span class="devsite-nav-text" tooltip>Run LLM inference on Cloud Run GPUs with vLLM</span></a></li><li class="devsite-nav-item"><a href="/run/docs/tutorials/gpu-opencv-with-cuda" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /run/docs/tutorials/gpu-opencv-with-cuda" track-type="bookNav" track-name="click" track-metadata-eventdetail="/run/docs/tutorials/gpu-opencv-with-cuda" ><span class="devsite-nav-text" tooltip>Run OpenCV on Cloud Run with GPU acceleration</span></a></li><li class="devsite-nav-item"><a href="/run/docs/tutorials/gpu-gemma2-with-transformers-js" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /run/docs/tutorials/gpu-gemma2-with-transformers-js" track-type="bookNav" track-name="click" track-metadata-eventdetail="/run/docs/tutorials/gpu-gemma2-with-transformers-js" ><span class="devsite-nav-text" tooltip>Run LLM inference on Cloud Run GPUs with Hugging Face Transformers.js</span></a></li><li class="devsite-nav-item"><a href="/run/docs/tutorials/gpu-llama3-with-tgi" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /run/docs/tutorials/gpu-llama3-with-tgi" track-type="bookNav" track-name="click" track-metadata-eventdetail="/run/docs/tutorials/gpu-llama3-with-tgi" ><span class="devsite-nav-text" tooltip>Run LLM inference on Cloud Run GPUs with Hugging Face TGI</span></a></li></ul></div></li><li class="devsite-nav-item"><a href="/run/docs/configuring/request-timeout" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /run/docs/configuring/request-timeout" track-type="bookNav" track-name="click" track-metadata-eventdetail="/run/docs/configuring/request-timeout" ><span class="devsite-nav-text" tooltip>Request timeout</span></a></li><li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> <span class="devsite-nav-text" tooltip>Maximum concurrent requests</span> </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/run/docs/about-concurrency" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /run/docs/about-concurrency" track-type="bookNav" track-name="click" track-metadata-eventdetail="/run/docs/about-concurrency" ><span class="devsite-nav-text" tooltip>About maximum concurrent requests per instance</span></a></li><li class="devsite-nav-item"><a href="/run/docs/configuring/concurrency" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /run/docs/configuring/concurrency" track-type="bookNav" track-name="click" track-metadata-eventdetail="/run/docs/configuring/concurrency" ><span class="devsite-nav-text" tooltip>Configure maximum concurrent requests</span></a></li></ul></div></li><li class="devsite-nav-item"><a href="/run/docs/recommender" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /run/docs/recommender" track-type="bookNav" track-name="click" track-metadata-eventdetail="/run/docs/recommender" ><span class="devsite-nav-text" tooltip>Optimize service configurations with Recommender</span></a></li></ul></div></li><li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> <span class="devsite-nav-text" tooltip>Environment</span> </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/run/docs/configuring/services/containers" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /run/docs/configuring/services/containers" track-type="bookNav" track-name="click" track-metadata-eventdetail="/run/docs/configuring/services/containers" ><span class="devsite-nav-text" tooltip>Container port and entrypoint</span></a></li><li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> <span class="devsite-nav-text" tooltip>Environment variables</span> </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/run/docs/configuring/services/overview-environment-variables" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /run/docs/configuring/services/overview-environment-variables" track-type="bookNav" track-name="click" track-metadata-eventdetail="/run/docs/configuring/services/overview-environment-variables" ><span class="devsite-nav-text" tooltip>Overview</span></a></li><li class="devsite-nav-item"><a href="/run/docs/configuring/services/environment-variables" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /run/docs/configuring/services/environment-variables" track-type="bookNav" track-name="click" track-metadata-eventdetail="/run/docs/configuring/services/environment-variables" ><span class="devsite-nav-text" tooltip>Configure environment variables</span></a></li></ul></div></li><li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> <span class="devsite-nav-text" tooltip>Volume mounts</span> </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/run/docs/configuring/services/cloud-storage-volume-mounts" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /run/docs/configuring/services/cloud-storage-volume-mounts" track-type="bookNav" track-name="click" track-metadata-eventdetail="/run/docs/configuring/services/cloud-storage-volume-mounts" ><span class="devsite-nav-text" tooltip>Cloud Storage volumes</span></a></li><li class="devsite-nav-item"><a href="/run/docs/configuring/services/nfs-volume-mounts" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /run/docs/configuring/services/nfs-volume-mounts" track-type="bookNav" track-name="click" track-metadata-eventdetail="/run/docs/configuring/services/nfs-volume-mounts" ><span class="devsite-nav-text" tooltip>NFS volumes</span></a></li><li class="devsite-nav-item"><a href="/run/docs/configuring/services/in-memory-volume-mounts" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /run/docs/configuring/services/in-memory-volume-mounts" track-type="bookNav" track-name="click" track-metadata-eventdetail="/run/docs/configuring/services/in-memory-volume-mounts" ><span class="devsite-nav-text" tooltip>In-memory volumes</span></a></li><li class="devsite-nav-item"><a href="/run/docs/using-network-file-systems" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /run/docs/using-network-file-systems" track-type="bookNav" track-name="click" track-metadata-eventdetail="/run/docs/using-network-file-systems" ><span class="devsite-nav-text" tooltip>Other network file systems</span></a></li></ul></div></li><li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> <span class="devsite-nav-text" tooltip>Execution environment</span> </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/run/docs/about-execution-environments" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /run/docs/about-execution-environments" track-type="bookNav" track-name="click" track-metadata-eventdetail="/run/docs/about-execution-environments" ><span class="devsite-nav-text" tooltip>Overview</span></a></li><li class="devsite-nav-item"><a href="/run/docs/configuring/execution-environments" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /run/docs/configuring/execution-environments" track-type="bookNav" track-name="click" track-metadata-eventdetail="/run/docs/configuring/execution-environments" ><span class="devsite-nav-text" tooltip>Select an execution environment</span></a></li></ul></div></li><li class="devsite-nav-item"><a href="/run/docs/configuring/healthchecks" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /run/docs/configuring/healthchecks" track-type="bookNav" track-name="click" track-metadata-eventdetail="/run/docs/configuring/healthchecks" ><span class="devsite-nav-text" tooltip>Container health checks</span></a></li><li class="devsite-nav-item"><a href="/run/docs/configuring/http2" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /run/docs/configuring/http2" track-type="bookNav" track-name="click" track-metadata-eventdetail="/run/docs/configuring/http2" ><span class="devsite-nav-text" tooltip>HTTP/2 requests</span></a></li><li class="devsite-nav-item"><a href="/run/docs/configuring/services/secrets" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /run/docs/configuring/services/secrets" track-type="bookNav" track-name="click" track-metadata-eventdetail="/run/docs/configuring/services/secrets" ><span class="devsite-nav-text" tooltip>Secrets</span></a></li><li class="devsite-nav-item"><a href="/run/docs/configuring/services/service-identity" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /run/docs/configuring/services/service-identity" track-type="bookNav" track-name="click" track-metadata-eventdetail="/run/docs/configuring/services/service-identity" ><span class="devsite-nav-text" tooltip>Service identity</span></a></li></ul></div></li><li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> <span class="devsite-nav-text" tooltip>Autoscaling</span> </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/run/docs/about-instance-autoscaling" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /run/docs/about-instance-autoscaling" track-type="bookNav" track-name="click" track-metadata-eventdetail="/run/docs/about-instance-autoscaling" ><span class="devsite-nav-text" tooltip>About instance autoscaling</span></a></li><li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> <span class="devsite-nav-text" tooltip>Maximum instances</span> </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/run/docs/configuring/max-instances-limits" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /run/docs/configuring/max-instances-limits" track-type="bookNav" track-name="click" track-metadata-eventdetail="/run/docs/configuring/max-instances-limits" ><span class="devsite-nav-text" tooltip>Maximum instance limits</span></a></li><li class="devsite-nav-item"><a href="/run/docs/configuring/max-instances" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /run/docs/configuring/max-instances" track-type="bookNav" track-name="click" track-metadata-eventdetail="/run/docs/configuring/max-instances" ><span class="devsite-nav-text" tooltip>Configure maximum instances</span></a></li></ul></div></li><li class="devsite-nav-item"><a href="/run/docs/configuring/min-instances" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /run/docs/configuring/min-instances" track-type="bookNav" track-name="click" track-metadata-eventdetail="/run/docs/configuring/min-instances" ><span class="devsite-nav-text" tooltip>Minimum instances</span></a></li></ul></div></li><li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> <span class="devsite-nav-text" tooltip>Metadata</span> </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/run/docs/configuring/description" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /run/docs/configuring/description" track-type="bookNav" track-name="click" track-metadata-eventdetail="/run/docs/configuring/description" ><span class="devsite-nav-text" tooltip>Description</span></a></li><li class="devsite-nav-item"><a href="/run/docs/configuring/services/labels" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /run/docs/configuring/services/labels" track-type="bookNav" track-name="click" track-metadata-eventdetail="/run/docs/configuring/services/labels" ><span class="devsite-nav-text" tooltip>Labels</span></a></li><li class="devsite-nav-item"><a href="/run/docs/configuring/tags" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /run/docs/configuring/tags" track-type="bookNav" track-name="click" track-metadata-eventdetail="/run/docs/configuring/tags" ><span class="devsite-nav-text" tooltip>Tags</span></a></li></ul></div></li><li class="devsite-nav-item devsite-nav-expandable devsite-nav-preview"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> <span class="devsite-nav-text" tooltip>Source deploy configurations</span><span class="devsite-nav-icon material-icons" data-icon="preview" data-title="Preview" aria-hidden="true"></span> </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/run/docs/configuring/services/runtime-base-images" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /run/docs/configuring/services/runtime-base-images" track-type="bookNav" track-name="click" track-metadata-eventdetail="/run/docs/configuring/services/runtime-base-images" ><span class="devsite-nav-text" tooltip>Supported language runtimes and base images</span></a></li><li class="devsite-nav-item"><a href="/run/docs/configuring/services/automatic-base-image-updates" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /run/docs/configuring/services/automatic-base-image-updates" track-type="bookNav" track-name="click" track-metadata-eventdetail="/run/docs/configuring/services/automatic-base-image-updates" ><span class="devsite-nav-text" tooltip>Configure automatic base image updates</span></a></li><li class="devsite-nav-item"><a href="/run/docs/configuring/services/build-environment-variables" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /run/docs/configuring/services/build-environment-variables" track-type="bookNav" track-name="click" track-metadata-eventdetail="/run/docs/configuring/services/build-environment-variables" ><span class="devsite-nav-text" tooltip>Build environment variables</span></a></li><li class="devsite-nav-item"><a href="/run/docs/configuring/services/build-service-account" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /run/docs/configuring/services/build-service-account" track-type="bookNav" track-name="click" track-metadata-eventdetail="/run/docs/configuring/services/build-service-account" ><span class="devsite-nav-text" tooltip>Build service account</span></a></li><li class="devsite-nav-item"><a href="/run/docs/configuring/services/build-worker-pools" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /run/docs/configuring/services/build-worker-pools" track-type="bookNav" track-name="click" track-metadata-eventdetail="/run/docs/configuring/services/build-worker-pools" ><span class="devsite-nav-text" tooltip>Build worker pools</span></a></li></ul></div></li></ul></div></li> <li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> <span class="devsite-nav-text" tooltip>Invoke and trigger services</span> </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/run/docs/triggering/https-request" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /run/docs/triggering/https-request" track-type="bookNav" track-name="click" track-metadata-eventdetail="/run/docs/triggering/https-request" ><span class="devsite-nav-text" tooltip>Invoke with HTTPS</span></a></li><li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> <span class="devsite-nav-text" tooltip>Create WebSocket services</span> </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/run/docs/triggering/websockets" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /run/docs/triggering/websockets" track-type="bookNav" track-name="click" track-metadata-eventdetail="/run/docs/triggering/websockets" ><span class="devsite-nav-text" tooltip>Overview</span></a></li><li class="devsite-nav-item"><a href="/run/docs/tutorials/websockets" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /run/docs/tutorials/websockets" track-type="bookNav" track-name="click" track-metadata-eventdetail="/run/docs/tutorials/websockets" ><span class="devsite-nav-text" tooltip>Build a WebSocket Chat service tutorial</span></a></li></ul></div></li><li class="devsite-nav-item"><a href="/run/docs/triggering/grpc" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /run/docs/triggering/grpc" track-type="bookNav" track-name="click" track-metadata-eventdetail="/run/docs/triggering/grpc" ><span class="devsite-nav-text" tooltip>Connect with other services using gRPC</span></a></li><li class="devsite-nav-item"><a href="/run/docs/triggering/webhooks" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /run/docs/triggering/webhooks" track-type="bookNav" track-name="click" track-metadata-eventdetail="/run/docs/triggering/webhooks" ><span class="devsite-nav-text" tooltip>Host a webhook target</span></a></li><li class="devsite-nav-item"><a href="/run/docs/triggering/using-tasks" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /run/docs/triggering/using-tasks" track-type="bookNav" track-name="click" track-metadata-eventdetail="/run/docs/triggering/using-tasks" ><span class="devsite-nav-text" tooltip>Execute asynchronous tasks</span></a></li><li class="devsite-nav-item"><a href="/run/docs/triggering/using-scheduler" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /run/docs/triggering/using-scheduler" track-type="bookNav" track-name="click" track-metadata-eventdetail="/run/docs/triggering/using-scheduler" ><span class="devsite-nav-text" tooltip>Invoke services on a schedule</span></a></li><li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> <span class="devsite-nav-text" tooltip>Trigger from events</span> </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/run/docs/triggering/trigger-with-events" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /run/docs/triggering/trigger-with-events" track-type="bookNav" track-name="click" track-metadata-eventdetail="/run/docs/triggering/trigger-with-events" ><span class="devsite-nav-text" tooltip>Create triggers with Eventarc</span></a></li><li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> <span class="devsite-nav-text" tooltip>Pub/Sub triggers</span> </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/run/docs/triggering/pubsub-triggers" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /run/docs/triggering/pubsub-triggers" track-type="bookNav" track-name="click" track-metadata-eventdetail="/run/docs/triggering/pubsub-triggers" ><span class="devsite-nav-text" tooltip>Create triggers with Pub/Sub</span></a></li><li class="devsite-nav-item"><a href="/run/docs/tutorials/pubsub" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /run/docs/tutorials/pubsub" track-type="bookNav" track-name="click" track-metadata-eventdetail="/run/docs/tutorials/pubsub" ><span class="devsite-nav-text" tooltip>Trigger service from Pub/Sub</span></a></li><li class="devsite-nav-item"><a href="/run/docs/tutorials/image-processing" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /run/docs/tutorials/image-processing" track-type="bookNav" track-name="click" track-metadata-eventdetail="/run/docs/tutorials/image-processing" ><span class="devsite-nav-text" tooltip>Integrate image processing into Pub/Sub sample tutorial</span></a></li><li class="devsite-nav-item devsite-nav-preview"><a href="/run/docs/triggering/trigger-functions-from-log-entries" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /run/docs/triggering/trigger-functions-from-log-entries" track-type="bookNav" track-name="click" track-metadata-eventdetail="/run/docs/triggering/trigger-functions-from-log-entries" ><span class="devsite-nav-text" tooltip>Trigger functions from routed log entries</span><span class="devsite-nav-icon material-icons" data-icon="preview" data-title="Preview" aria-hidden="true"></span></a></li></ul></div></li><li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> <span class="devsite-nav-text" tooltip>Cloud Storage triggers</span> </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/run/docs/triggering/storage-triggers" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /run/docs/triggering/storage-triggers" track-type="bookNav" track-name="click" track-metadata-eventdetail="/run/docs/triggering/storage-triggers" ><span class="devsite-nav-text" tooltip>Create triggers with Cloud Storage</span></a></li><li class="devsite-nav-item"><a href="/run/docs/tutorials/eventarc" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /run/docs/tutorials/eventarc" track-type="bookNav" track-name="click" track-metadata-eventdetail="/run/docs/tutorials/eventarc" ><span class="devsite-nav-text" tooltip>Trigger services from Cloud Storage using Eventarc</span></a></li><li class="devsite-nav-item devsite-nav-preview"><a href="/run/docs/tutorials/eventarc-functions" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /run/docs/tutorials/eventarc-functions" track-type="bookNav" track-name="click" track-metadata-eventdetail="/run/docs/tutorials/eventarc-functions" ><span class="devsite-nav-text" tooltip>Trigger functions from Cloud Storage using Eventarc</span><span class="devsite-nav-icon material-icons" data-icon="preview" data-title="Preview" aria-hidden="true"></span></a></li></ul></div></li><li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> <span class="devsite-nav-text" tooltip>Firestore triggers</span> </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/run/docs/triggering/firestore-triggers" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /run/docs/triggering/firestore-triggers" track-type="bookNav" track-name="click" track-metadata-eventdetail="/run/docs/triggering/firestore-triggers" ><span class="devsite-nav-text" tooltip>Create triggers with Firestore</span></a></li><li class="devsite-nav-item devsite-nav-preview"><a href="/run/docs/triggering/trigger-functions-with-firestore-documents" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /run/docs/triggering/trigger-functions-with-firestore-documents" track-type="bookNav" track-name="click" track-metadata-eventdetail="/run/docs/triggering/trigger-functions-with-firestore-documents" ><span class="devsite-nav-text" tooltip>Trigger functions from events in a Firestore database</span><span class="devsite-nav-icon material-icons" data-icon="preview" data-title="Preview" aria-hidden="true"></span></a></li></ul></div></li></ul></div></li><li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> <span class="devsite-nav-text" tooltip>Create a workflow</span> </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/run/docs/triggering/invoke-services-from-workflows" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /run/docs/triggering/invoke-services-from-workflows" track-type="bookNav" track-name="click" track-metadata-eventdetail="/run/docs/triggering/invoke-services-from-workflows" ><span class="devsite-nav-text" tooltip>Invoke services as part of a Workflow</span></a></li><li class="devsite-nav-item"><a href="/run/docs/tutorials/workflows" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /run/docs/tutorials/workflows" track-type="bookNav" track-name="click" track-metadata-eventdetail="/run/docs/tutorials/workflows" ><span class="devsite-nav-text" tooltip>Connect a series of services from Cloud Functions and Cloud Run tutorial</span></a></li></ul></div></li></ul></div></li> <li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> <span class="devsite-nav-text" tooltip>Best practices</span> </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/run/docs/tips/general" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /run/docs/tips/general" track-type="bookNav" track-name="click" track-metadata-eventdetail="/run/docs/tips/general" ><span class="devsite-nav-text" tooltip>General development tips for services</span></a></li><li class="devsite-nav-item"><a href="/run/docs/tips/java" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /run/docs/tips/java" track-type="bookNav" track-name="click" track-metadata-eventdetail="/run/docs/tips/java" ><span class="devsite-nav-text" tooltip>Optimize Java services</span></a></li><li class="devsite-nav-item"><a href="/run/docs/tips/python" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /run/docs/tips/python" track-type="bookNav" track-name="click" track-metadata-eventdetail="/run/docs/tips/python" ><span class="devsite-nav-text" tooltip>Optimize Python services</span></a></li><li class="devsite-nav-item"><a href="/run/docs/about-load-testing" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /run/docs/about-load-testing" track-type="bookNav" track-name="click" track-metadata-eventdetail="/run/docs/about-load-testing" ><span class="devsite-nav-text" tooltip>Load testing best practices</span></a></li><li class="devsite-nav-item"><a href="/run/docs/zonal-redundancy" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /run/docs/zonal-redundancy" track-type="bookNav" track-name="click" track-metadata-eventdetail="/run/docs/zonal-redundancy" ><span class="devsite-nav-text" tooltip>Understand zonal redundancy</span></a></li></ul></div></li> <li class="devsite-nav-item devsite-nav-heading"><div class="devsite-nav-title devsite-nav-title-no-path"> <span class="devsite-nav-text" tooltip>Execute background jobs</span> </div></li> <li class="devsite-nav-item"><a href="/run/docs/create-jobs" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /run/docs/create-jobs" track-type="bookNav" track-name="click" track-metadata-eventdetail="/run/docs/create-jobs" ><span class="devsite-nav-text" tooltip>Create jobs</span></a></li> <li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> <span class="devsite-nav-text" tooltip>Execute jobs</span> </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/run/docs/execute/jobs" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /run/docs/execute/jobs" track-type="bookNav" track-name="click" track-metadata-eventdetail="/run/docs/execute/jobs" ><span class="devsite-nav-text" tooltip>Execute jobs</span></a></li><li class="devsite-nav-item"><a href="/run/docs/execute/jobs-on-schedule" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /run/docs/execute/jobs-on-schedule" track-type="bookNav" track-name="click" track-metadata-eventdetail="/run/docs/execute/jobs-on-schedule" ><span class="devsite-nav-text" tooltip>Execute jobs on a schedule</span></a></li><li class="devsite-nav-item"><a href="/run/docs/triggering/invoke-jobs-with-workflows" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /run/docs/triggering/invoke-jobs-with-workflows" track-type="bookNav" track-name="click" track-metadata-eventdetail="/run/docs/triggering/invoke-jobs-with-workflows" ><span class="devsite-nav-text" tooltip>Execute jobs from Workflows</span></a></li></ul></div></li> <li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> <span class="devsite-nav-text" tooltip>Configure jobs</span> </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/run/docs/configuring/jobs/containers" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /run/docs/configuring/jobs/containers" track-type="bookNav" track-name="click" track-metadata-eventdetail="/run/docs/configuring/jobs/containers" ><span class="devsite-nav-text" tooltip>Container entrypoint</span></a></li><li class="devsite-nav-item"><a href="/run/docs/configuring/jobs/cpu" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /run/docs/configuring/jobs/cpu" track-type="bookNav" track-name="click" track-metadata-eventdetail="/run/docs/configuring/jobs/cpu" ><span class="devsite-nav-text" tooltip>CPU limits</span></a></li><li class="devsite-nav-item"><a href="/run/docs/configuring/jobs/memory-limits" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /run/docs/configuring/jobs/memory-limits" track-type="bookNav" track-name="click" track-metadata-eventdetail="/run/docs/configuring/jobs/memory-limits" ><span class="devsite-nav-text" tooltip>Memory limits</span></a></li><li class="devsite-nav-item"><a href="/run/docs/configuring/jobs/environment-variables" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /run/docs/configuring/jobs/environment-variables" track-type="bookNav" track-name="click" track-metadata-eventdetail="/run/docs/configuring/jobs/environment-variables" ><span class="devsite-nav-text" tooltip>Environment variables</span></a></li><li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> <span class="devsite-nav-text" tooltip>Volume mounts</span> </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/run/docs/configuring/jobs/cloud-storage-volume-mounts" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /run/docs/configuring/jobs/cloud-storage-volume-mounts" track-type="bookNav" track-name="click" track-metadata-eventdetail="/run/docs/configuring/jobs/cloud-storage-volume-mounts" ><span class="devsite-nav-text" tooltip>Cloud Storage volumes</span></a></li><li class="devsite-nav-item"><a href="/run/docs/configuring/jobs/nfs-volume-mounts" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /run/docs/configuring/jobs/nfs-volume-mounts" track-type="bookNav" track-name="click" track-metadata-eventdetail="/run/docs/configuring/jobs/nfs-volume-mounts" ><span class="devsite-nav-text" tooltip>NFS volumes</span></a></li><li class="devsite-nav-item"><a href="/run/docs/configuring/jobs/in-memory-volume-mounts" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /run/docs/configuring/jobs/in-memory-volume-mounts" track-type="bookNav" track-name="click" track-metadata-eventdetail="/run/docs/configuring/jobs/in-memory-volume-mounts" ><span class="devsite-nav-text" tooltip>In-memory volumes</span></a></li><li class="devsite-nav-item"><a href="/run/docs/using-network-file-systems" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /run/docs/using-network-file-systems" track-type="bookNav" track-name="click" track-metadata-eventdetail="/run/docs/using-network-file-systems" ><span class="devsite-nav-text" tooltip>Other network file systems</span></a></li></ul></div></li><li class="devsite-nav-item"><a href="/run/docs/configuring/jobs/labels" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /run/docs/configuring/jobs/labels" track-type="bookNav" track-name="click" track-metadata-eventdetail="/run/docs/configuring/jobs/labels" ><span class="devsite-nav-text" tooltip>Labels</span></a></li><li class="devsite-nav-item"><a href="/run/docs/configuring/max-retries" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /run/docs/configuring/max-retries" track-type="bookNav" track-name="click" track-metadata-eventdetail="/run/docs/configuring/max-retries" ><span class="devsite-nav-text" tooltip>Maximum retries</span></a></li><li class="devsite-nav-item"><a href="/run/docs/configuring/parallelism" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /run/docs/configuring/parallelism" track-type="bookNav" track-name="click" track-metadata-eventdetail="/run/docs/configuring/parallelism" ><span class="devsite-nav-text" tooltip>Parallelism</span></a></li><li class="devsite-nav-item"><a href="/run/docs/configuring/jobs/secrets" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /run/docs/configuring/jobs/secrets" track-type="bookNav" track-name="click" track-metadata-eventdetail="/run/docs/configuring/jobs/secrets" ><span class="devsite-nav-text" tooltip>Secrets</span></a></li><li class="devsite-nav-item"><a href="/run/docs/configuring/jobs/service-identity" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /run/docs/configuring/jobs/service-identity" track-type="bookNav" track-name="click" track-metadata-eventdetail="/run/docs/configuring/jobs/service-identity" ><span class="devsite-nav-text" tooltip>Service identity</span></a></li><li class="devsite-nav-item"><a href="/run/docs/configuring/task-timeout" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /run/docs/configuring/task-timeout" track-type="bookNav" track-name="click" track-metadata-eventdetail="/run/docs/configuring/task-timeout" ><span class="devsite-nav-text" tooltip>Task timeout</span></a></li><li class="devsite-nav-item"><a href="/run/docs/configuring/jobs/tags" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /run/docs/configuring/jobs/tags" track-type="bookNav" track-name="click" track-metadata-eventdetail="/run/docs/configuring/jobs/tags" ><span class="devsite-nav-text" tooltip>Tags</span></a></li></ul></div></li> <li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> <span class="devsite-nav-text" tooltip>Manage jobs</span> </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/run/docs/managing/jobs" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /run/docs/managing/jobs" track-type="bookNav" track-name="click" track-metadata-eventdetail="/run/docs/managing/jobs" ><span class="devsite-nav-text" tooltip>View or delete jobs</span></a></li><li class="devsite-nav-item"><a href="/run/docs/managing/job-executions" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /run/docs/managing/job-executions" track-type="bookNav" track-name="click" track-metadata-eventdetail="/run/docs/managing/job-executions" ><span class="devsite-nav-text" tooltip>View or stop job executions</span></a></li></ul></div></li> <li class="devsite-nav-item"><a href="/run/docs/jobs-retries" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /run/docs/jobs-retries" track-type="bookNav" track-name="click" track-metadata-eventdetail="/run/docs/jobs-retries" ><span class="devsite-nav-text" tooltip>Best practices</span></a></li> <li class="devsite-nav-item devsite-nav-heading"><div class="devsite-nav-title devsite-nav-title-no-path"> <span class="devsite-nav-text" tooltip>Configure networking</span> </div></li> <li class="devsite-nav-item"><a href="/run/docs/securing/private-networking" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /run/docs/securing/private-networking" track-type="bookNav" track-name="click" track-metadata-eventdetail="/run/docs/securing/private-networking" ><span class="devsite-nav-text" tooltip>Configure private networking</span></a></li> <li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> <span class="devsite-nav-text" tooltip>Send traffic to VPC network</span> </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/run/docs/configuring/connecting-vpc" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /run/docs/configuring/connecting-vpc" track-type="bookNav" track-name="click" track-metadata-eventdetail="/run/docs/configuring/connecting-vpc" ><span class="devsite-nav-text" tooltip>Overview</span></a></li><li class="devsite-nav-item"><a href="/run/docs/configuring/vpc-direct-vpc" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /run/docs/configuring/vpc-direct-vpc" track-type="bookNav" track-name="click" track-metadata-eventdetail="/run/docs/configuring/vpc-direct-vpc" ><span class="devsite-nav-text" tooltip>Direct VPC egress</span></a></li><li class="devsite-nav-item"><a href="/run/docs/configuring/migrate-direct-vpc" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /run/docs/configuring/migrate-direct-vpc" track-type="bookNav" track-name="click" track-metadata-eventdetail="/run/docs/configuring/migrate-direct-vpc" ><span class="devsite-nav-text" tooltip>Migrate standard VPC connector to Direct VPC egress</span></a></li><li class="devsite-nav-item"><a href="/run/docs/configuring/vpc-connectors" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /run/docs/configuring/vpc-connectors" track-type="bookNav" track-name="click" track-metadata-eventdetail="/run/docs/configuring/vpc-connectors" ><span class="devsite-nav-text" tooltip>VPC connectors</span></a></li></ul></div></li> <li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> <span class="devsite-nav-text" tooltip>Send traffic to Shared VPC network</span> </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/run/docs/configuring/connecting-shared-vpc" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /run/docs/configuring/connecting-shared-vpc" track-type="bookNav" track-name="click" track-metadata-eventdetail="/run/docs/configuring/connecting-shared-vpc" ><span class="devsite-nav-text" tooltip>Overview</span></a></li><li class="devsite-nav-item"><a href="/run/docs/configuring/shared-vpc-direct-vpc" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /run/docs/configuring/shared-vpc-direct-vpc" track-type="bookNav" track-name="click" track-metadata-eventdetail="/run/docs/configuring/shared-vpc-direct-vpc" ><span class="devsite-nav-text" tooltip>Direct VPC egress</span></a></li><li class="devsite-nav-item"><a href="/run/docs/configuring/migrate-shared-vpc-direct-vpc" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /run/docs/configuring/migrate-shared-vpc-direct-vpc" track-type="bookNav" track-name="click" track-metadata-eventdetail="/run/docs/configuring/migrate-shared-vpc-direct-vpc" ><span class="devsite-nav-text" tooltip>Migrate Shared VPC connector to Direct VPC egress</span></a></li><li class="devsite-nav-item"><a href="/run/docs/configuring/shared-vpc-service-projects" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /run/docs/configuring/shared-vpc-service-projects" track-type="bookNav" track-name="click" track-metadata-eventdetail="/run/docs/configuring/shared-vpc-service-projects" ><span class="devsite-nav-text" tooltip>Connectors in service projects</span></a></li><li class="devsite-nav-item"><a href="/run/docs/configuring/shared-vpc-host-project" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /run/docs/configuring/shared-vpc-host-project" track-type="bookNav" track-name="click" track-metadata-eventdetail="/run/docs/configuring/shared-vpc-host-project" ><span class="devsite-nav-text" tooltip>Connectors in host project</span></a></li></ul></div></li> <li class="devsite-nav-item"><a href="/run/docs/configuring/static-outbound-ip" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /run/docs/configuring/static-outbound-ip" track-type="bookNav" track-name="click" track-metadata-eventdetail="/run/docs/configuring/static-outbound-ip" ><span class="devsite-nav-text" tooltip>Static outbound IP address</span></a></li> <li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> <span class="devsite-nav-text" tooltip>Network security</span> </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/run/docs/securing/ingress" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /run/docs/securing/ingress" track-type="bookNav" track-name="click" track-metadata-eventdetail="/run/docs/securing/ingress" ><span class="devsite-nav-text" tooltip>Restrict ingress (services)</span></a></li><li class="devsite-nav-item"><a href="/run/docs/securing/using-vpc-service-controls" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /run/docs/securing/using-vpc-service-controls" track-type="bookNav" track-name="click" track-metadata-eventdetail="/run/docs/securing/using-vpc-service-controls" ><span class="devsite-nav-text" tooltip>Use VPC Service Controls (VPC SC)</span></a></li></ul></div></li> <li class="devsite-nav-item devsite-nav-preview"><a href="/run/docs/configuring/cloud-service-mesh" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /run/docs/configuring/cloud-service-mesh" track-type="bookNav" track-name="click" track-metadata-eventdetail="/run/docs/configuring/cloud-service-mesh" ><span class="devsite-nav-text" tooltip>Cloud Service Mesh</span><span class="devsite-nav-icon material-icons" data-icon="preview" data-title="Preview" aria-hidden="true"></span></a></li> <li class="devsite-nav-item"><a href="/run/docs/configuring/networking-best-practices" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /run/docs/configuring/networking-best-practices" track-type="bookNav" track-name="click" track-metadata-eventdetail="/run/docs/configuring/networking-best-practices" ><span class="devsite-nav-text" tooltip>Best practices</span></a></li> <li class="devsite-nav-item devsite-nav-heading"><div class="devsite-nav-title devsite-nav-title-no-path"> <span class="devsite-nav-text" tooltip>Secure</span> </div></li> <li class="devsite-nav-item"><a href="/run/docs/securing/security" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /run/docs/securing/security" track-type="bookNav" track-name="click" track-metadata-eventdetail="/run/docs/securing/security" ><span class="devsite-nav-text" tooltip>Security design overview</span></a></li> <li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> <span class="devsite-nav-text" tooltip>Authenticate requests</span> </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/run/docs/authenticating/overview" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /run/docs/authenticating/overview" track-type="bookNav" track-name="click" track-metadata-eventdetail="/run/docs/authenticating/overview" ><span class="devsite-nav-text" tooltip>Overview</span></a></li><li class="devsite-nav-item"><a href="/run/docs/authenticating/public" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /run/docs/authenticating/public" track-type="bookNav" track-name="click" track-metadata-eventdetail="/run/docs/authenticating/public" ><span class="devsite-nav-text" tooltip>Allow public access</span></a></li><li class="devsite-nav-item"><a href="/run/docs/configuring/custom-audiences" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /run/docs/configuring/custom-audiences" track-type="bookNav" track-name="click" track-metadata-eventdetail="/run/docs/configuring/custom-audiences" ><span class="devsite-nav-text" tooltip>Custom audiences</span></a></li><li class="devsite-nav-item"><a href="/run/docs/authenticating/developers" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /run/docs/authenticating/developers" track-type="bookNav" track-name="click" track-metadata-eventdetail="/run/docs/authenticating/developers" ><span class="devsite-nav-text" tooltip>Authenticate developers</span></a></li><li class="devsite-nav-item"><a href="/run/docs/authenticating/service-to-service" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /run/docs/authenticating/service-to-service" track-type="bookNav" track-name="click" track-metadata-eventdetail="/run/docs/authenticating/service-to-service" ><span class="devsite-nav-text" tooltip>Service-to-service</span></a></li><li class="devsite-nav-item"><a href="/run/docs/authenticating/end-users" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /run/docs/authenticating/end-users" track-type="bookNav" track-name="click" track-metadata-eventdetail="/run/docs/authenticating/end-users" ><span class="devsite-nav-text" tooltip>Authenticate users</span></a></li><li class="devsite-nav-item"><a href="/run/docs/tutorials/identity-platform" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /run/docs/tutorials/identity-platform" track-type="bookNav" track-name="click" track-metadata-eventdetail="/run/docs/tutorials/identity-platform" ><span class="devsite-nav-text" tooltip>End user authentication tutorial</span></a></li></ul></div></li> <li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> <span class="devsite-nav-text" tooltip>Secure your resources</span> </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/run/docs/securing/managing-access" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /run/docs/securing/managing-access" track-type="bookNav" track-name="click" track-metadata-eventdetail="/run/docs/securing/managing-access" ><span class="devsite-nav-text" tooltip>Access control with IAM</span></a></li><li class="devsite-nav-item"><a href="/run/docs/securing/service-identity" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /run/docs/securing/service-identity" track-type="bookNav" track-name="click" track-metadata-eventdetail="/run/docs/securing/service-identity" ><span class="devsite-nav-text" tooltip>Introduction to service identity</span></a></li><li class="devsite-nav-item"><a href="/run/docs/securing/cloud-armor" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /run/docs/securing/cloud-armor" track-type="bookNav" track-name="click" track-metadata-eventdetail="/run/docs/securing/cloud-armor" ><span class="devsite-nav-text" tooltip>Protect services with Cloud Armor</span></a></li><li class="devsite-nav-item"><a href="/run/docs/securing/binary-authorization" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /run/docs/securing/binary-authorization" track-type="bookNav" track-name="click" track-metadata-eventdetail="/run/docs/securing/binary-authorization" ><span class="devsite-nav-text" tooltip>Use Binary Authorization</span></a></li><li class="devsite-nav-item"><a href="/run/docs/securing/using-cmek" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /run/docs/securing/using-cmek" track-type="bookNav" track-name="click" track-metadata-eventdetail="/run/docs/securing/using-cmek" ><span class="devsite-nav-text" tooltip>Use customer managed encryption keys</span></a></li><li class="devsite-nav-item"><a href="/run/docs/securing/custom-constraints" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /run/docs/securing/custom-constraints" track-type="bookNav" track-name="click" track-metadata-eventdetail="/run/docs/securing/custom-constraints" ><span class="devsite-nav-text" tooltip>Manage custom constraints for projects</span></a></li><li class="devsite-nav-item"><a href="/run/docs/securing/view-security-insights" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /run/docs/securing/view-security-insights" track-type="bookNav" track-name="click" track-metadata-eventdetail="/run/docs/securing/view-security-insights" ><span class="devsite-nav-text" tooltip>View software supply chain security insights</span></a></li><li class="devsite-nav-item"><a href="/run/docs/tutorials/secure-services" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /run/docs/tutorials/secure-services" track-type="bookNav" track-name="click" track-metadata-eventdetail="/run/docs/tutorials/secure-services" ><span class="devsite-nav-text" tooltip>Secure Cloud Run services tutorial</span></a></li></ul></div></li> <li class="devsite-nav-item devsite-nav-heading"><div class="devsite-nav-title devsite-nav-title-no-path"> <span class="devsite-nav-text" tooltip>Monitor and log</span> </div></li> <li class="devsite-nav-item"><a href="/run/docs/monitoring" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /run/docs/monitoring" track-type="bookNav" track-name="click" track-metadata-eventdetail="/run/docs/monitoring" ><span class="devsite-nav-text" tooltip>View built-in metrics</span></a></li> <li class="devsite-nav-item"><a href="/run/docs/monitoring-managed-prometheus-sidecar" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /run/docs/monitoring-managed-prometheus-sidecar" track-type="bookNav" track-name="click" track-metadata-eventdetail="/run/docs/monitoring-managed-prometheus-sidecar" ><span class="devsite-nav-text" tooltip>Write Prometheus metrics</span></a></li> <li class="devsite-nav-item"><a href="/run/docs/tutorials/custom-metrics-opentelemetry-sidecar" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /run/docs/tutorials/custom-metrics-opentelemetry-sidecar" track-type="bookNav" track-name="click" track-metadata-eventdetail="/run/docs/tutorials/custom-metrics-opentelemetry-sidecar" ><span class="devsite-nav-text" tooltip>Write OpenTelemetry metrics</span></a></li> <li class="devsite-nav-item"><a href="/run/docs/logging" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /run/docs/logging" track-type="bookNav" track-name="click" track-metadata-eventdetail="/run/docs/logging" ><span class="devsite-nav-text" tooltip>Log and view logs</span></a></li> <li class="devsite-nav-item"><a href="/run/docs/audit-logging" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /run/docs/audit-logging" track-type="bookNav" track-name="click" track-metadata-eventdetail="/run/docs/audit-logging" ><span class="devsite-nav-text" tooltip>Audit logging</span></a></li> <li class="devsite-nav-item"><a href="/run/docs/error-reporting" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /run/docs/error-reporting" track-type="bookNav" track-name="click" track-metadata-eventdetail="/run/docs/error-reporting" ><span class="devsite-nav-text" tooltip>Error reporting</span></a></li> <li class="devsite-nav-item"><a href="/run/docs/trace" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /run/docs/trace" track-type="bookNav" track-name="click" track-metadata-eventdetail="/run/docs/trace" ><span class="devsite-nav-text" tooltip>Use distributed tracing for services</span></a></li> <li class="devsite-nav-item devsite-nav-heading"><div class="devsite-nav-title devsite-nav-title-no-path"> <span class="devsite-nav-text" tooltip>Migrate</span> </div></li> <li class="devsite-nav-item"><a href="/run/docs/migrate/a-web-service" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /run/docs/migrate/a-web-service" track-type="bookNav" track-name="click" track-metadata-eventdetail="/run/docs/migrate/a-web-service" ><span class="devsite-nav-text" tooltip>An existing web service</span></a></li> <li class="devsite-nav-item"><a href="/run/docs/migrate/from-app-engine-to-cloud-run" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /run/docs/migrate/from-app-engine-to-cloud-run" track-type="bookNav" track-name="click" track-metadata-eventdetail="/run/docs/migrate/from-app-engine-to-cloud-run" ><span class="devsite-nav-text" tooltip>From App Engine</span></a></li> <li class="devsite-nav-item"><a href="/run/docs/migrate/from-aws-lambda" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /run/docs/migrate/from-aws-lambda" track-type="bookNav" track-name="click" track-metadata-eventdetail="/run/docs/migrate/from-aws-lambda" ><span class="devsite-nav-text" tooltip>From AWS Lambda</span></a></li> <li class="devsite-nav-item"><a href="/run/docs/migrate/migrating-nodejs-apps-from-heroku-to-cloud-run" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /run/docs/migrate/migrating-nodejs-apps-from-heroku-to-cloud-run" track-type="bookNav" track-name="click" track-metadata-eventdetail="/run/docs/migrate/migrating-nodejs-apps-from-heroku-to-cloud-run" ><span class="devsite-nav-text" tooltip>From Heroku</span></a></li> <li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> <span class="devsite-nav-text" tooltip>From Cloud Foundry</span> </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/run/docs/migrate/cloud-foundry/migrate-from-cloud-foundry-to-cloud-run" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /run/docs/migrate/cloud-foundry/migrate-from-cloud-foundry-to-cloud-run" track-type="bookNav" track-name="click" track-metadata-eventdetail="/run/docs/migrate/cloud-foundry/migrate-from-cloud-foundry-to-cloud-run" ><span class="devsite-nav-text" tooltip>Migration overview</span></a></li><li class="devsite-nav-item"><a href="/run/docs/migrate/cloud-foundry/oci-compliant-strategy" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /run/docs/migrate/cloud-foundry/oci-compliant-strategy" track-type="bookNav" track-name="click" track-metadata-eventdetail="/run/docs/migrate/cloud-foundry/oci-compliant-strategy" ><span class="devsite-nav-text" tooltip>Choose an OCI-compliant-strategy</span></a></li><li class="devsite-nav-item"><a href="/run/docs/migrate/cloud-foundry/migrate-to-oci-containers" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /run/docs/migrate/cloud-foundry/migrate-to-oci-containers" track-type="bookNav" track-name="click" track-metadata-eventdetail="/run/docs/migrate/cloud-foundry/migrate-to-oci-containers" ><span class="devsite-nav-text" tooltip>Migrate to OCI containers</span></a></li><li class="devsite-nav-item"><a href="/run/docs/migrate/cloud-foundry/migrate-configuration" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /run/docs/migrate/cloud-foundry/migrate-configuration" track-type="bookNav" track-name="click" track-metadata-eventdetail="/run/docs/migrate/cloud-foundry/migrate-configuration" ><span class="devsite-nav-text" tooltip>Migrate configuration</span></a></li><li class="devsite-nav-item"><a href="/run/docs/migrate/cloud-foundry/spring-music-migration-example" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /run/docs/migrate/cloud-foundry/spring-music-migration-example" track-type="bookNav" track-name="click" track-metadata-eventdetail="/run/docs/migrate/cloud-foundry/spring-music-migration-example" ><span class="devsite-nav-text" tooltip>Sample migration: Spring Music</span></a></li></ul></div></li> <li class="devsite-nav-item"><a href="/run/docs/migrate/from-vmware-tanzu" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /run/docs/migrate/from-vmware-tanzu" track-type="bookNav" track-name="click" track-metadata-eventdetail="/run/docs/migrate/from-vmware-tanzu" ><span class="devsite-nav-text" tooltip>From VMWare Tanzu</span></a></li> <li class="devsite-nav-item"><a href="/run/docs/migrate/from-on-premises" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /run/docs/migrate/from-on-premises" track-type="bookNav" track-name="click" track-metadata-eventdetail="/run/docs/migrate/from-on-premises" ><span class="devsite-nav-text" tooltip>From a VM using Migrate to Containers</span></a></li> <li class="devsite-nav-item"><a href="/run/docs/migrate/from-kubernetes" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /run/docs/migrate/from-kubernetes" track-type="bookNav" track-name="click" track-metadata-eventdetail="/run/docs/migrate/from-kubernetes" ><span class="devsite-nav-text" tooltip>From Kubernetes</span></a></li> <li class="devsite-nav-item"><a href="/run/docs/migrate/to-gke" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /run/docs/migrate/to-gke" track-type="bookNav" track-name="click" track-metadata-eventdetail="/run/docs/migrate/to-gke" ><span class="devsite-nav-text" tooltip>To GKE</span></a></li> <li class="devsite-nav-item devsite-nav-heading"><div class="devsite-nav-title devsite-nav-title-no-path"> <span class="devsite-nav-text" tooltip>Troubleshoot</span> </div></li> <li class="devsite-nav-item"><a href="/run/docs/troubleshooting" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /run/docs/troubleshooting" track-type="bookNav" track-name="click" track-metadata-eventdetail="/run/docs/troubleshooting" ><span class="devsite-nav-text" tooltip>Troubleshoot errors</span></a></li> <li class="devsite-nav-item"><a href="/run/docs/tutorials/local-troubleshooting" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /run/docs/tutorials/local-troubleshooting" track-type="bookNav" track-name="click" track-metadata-eventdetail="/run/docs/tutorials/local-troubleshooting" ><span class="devsite-nav-text" tooltip>Local troubleshooting tutorial</span></a></li> <li class="devsite-nav-item devsite-nav-heading"><div class="devsite-nav-title devsite-nav-title-no-path"> <span class="devsite-nav-text" tooltip>Samples</span> </div></li> <li class="devsite-nav-item"><a href="/run/docs/samples" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /run/docs/samples" track-type="bookNav" track-name="click" track-metadata-eventdetail="/run/docs/samples" ><span class="devsite-nav-text" tooltip>All Cloud Run code samples</span></a></li> <li class="devsite-nav-item"><a href="/docs/samples" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /docs/samples" track-type="bookNav" track-name="click" track-metadata-eventdetail="/docs/samples" ><span class="devsite-nav-text" tooltip>Code samples for all products</span></a></li> </ul> <ul class="devsite-nav-list" menu="Technology areas" aria-label="Side menu" hidden> <li class="devsite-nav-item"> <a href="/docs/ai-ml" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: AI and ML" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > AI and ML </span> </a> </li> <li class="devsite-nav-item"> <a href="/docs/application-development" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Application development" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Application development </span> </a> </li> <li class="devsite-nav-item"> <a href="/docs/application-hosting" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Application hosting" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span 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Guides </a> </li> </ul> <devsite-thumb-rating position="header"> </devsite-thumb-rating> </div> <devsite-feedback position="header" project-name="Cloud Run Documentation" product-id="97037" bucket="Documentation" context="" version="t-devsite-webserver-20241114-r00-rc02.464922260396498922" data-label="Send Feedback Button" track-type="feedback" track-name="sendFeedbackLink" track-metadata-position="header" class="nocontent" project-feedback-url="https://issuetracker.google.com/issues/new?component=608076" project-icon="https://www.gstatic.com/devrel-devsite/prod/v870e399c64f7c43c99a3043db4b3a74327bb93d0914e84a0c3dba90bbfd67625/cloud/images/favicons/onecloud/super_cloud.png" > <button> Send feedback </button> </devsite-feedback> <h1 class="devsite-page-title" tabindex="-1"> Configure CPU limits </h1> <devsite-feature-tooltip ack-key="AckCollectionsBookmarkTooltipDismiss" analytics-category="Site-Wide Custom Events" analytics-action-show="Callout Profile displayed" analytics-action-close="Callout Profile dismissed" analytics-label="Create Collection Callout" class="devsite-page-bookmark-tooltip nocontent" dismiss-button="true" id="devsite-collections-dropdown" dismiss-button-text="Dismiss" close-button-text="Got it"> <devsite-bookmark></devsite-bookmark> <span slot="popout-heading"> Stay organized with collections </span> <span slot="popout-contents"> Save and categorize content based on your preferences. </span> </devsite-feature-tooltip> <div class="devsite-page-title-meta"><devsite-view-release-notes></devsite-view-release-notes></div> <devsite-toc class="devsite-nav" depth="2" devsite-toc-embedded > </devsite-toc> <div class="devsite-article-body clearfix "> <p>This page describes how to specify the number of CPUs to use for each Cloud Run instance. By default, Cloud Run container instances are limited to 1 CPU. You can increase or decrease this value as described in this page.</p> <p></p> <h2 id="setting" data-text="Set and update CPU limits" tabindex="-1">Set and update CPU limits</h2> <p>By default, each instance is limited to 1 CPU. You can increase this using any integer value up to a maximum of 8 CPUs.</p> <h3 id="cpu-memory" data-text="CPU and memory" tabindex="-1">CPU and memory</h3> <p>The following are minimum memory requirements for CPUs:</p> <table> <thead> <tr> <th>CPUs</th> <th>Minimum memory</th> </tr> </thead> <tbody> <tr> <td>4</td> <td>2 GiB</td> </tr> <tr> <td>6</td> <td>4 GiB</td> </tr> <tr> <td>8</td> <td>4 GiB</td> </tr> </tbody> </table> <p></p> <h2 id="required_roles" data-text="Required roles" tabindex="-1">Required roles</h2> <p> To get the permissions that you need to configure Cloud Run jobs, ask your administrator to grant you the following IAM roles: </p> <ul> <li> <a href="https://cloud.google.com/iam/docs/understanding-roles#run.developer">Cloud Run Developer </a> (<code translate="no" dir="ltr">roles/run.developer</code>) on the Cloud Run job</li> <li> <a href="https://cloud.google.com/iam/docs/understanding-roles#iam.serviceAccountUser">Service Account User </a> (<code translate="no" dir="ltr">roles/iam.serviceAccountUser</code>) on the service identity</li> </ul> <p> </p> <p>For a list of IAM roles and permissions that are associated with Cloud Run, see <a href="/run/docs/reference/iam/roles">Cloud Run IAM roles</a> and <a href="/run/docs/reference/iam/permissions">Cloud Run IAM permissions</a>. If your Cloud Run job interfaces with Google Cloud APIs, such as Cloud Client Libraries, see the <a href="/run/docs/configuring/jobs/service-identity">service identity configuration guide</a>. For more information about granting roles, see <a href="/run/docs/reference/iam/roles#additional-configuration">deployment permissions</a> and <a href="/iam/docs/granting-changing-revoking-access">manage access</a>.</p> <h2 id="configure-jobs" data-text="Configure CPU limits" tabindex="-1">Configure CPU limits</h2> <p>You must set a minimum of 1 CPU for a Cloud Run job.</p> <p>To specify CPU for a Cloud Run job:</p> <div class="ds-selector-tabs" data-ds-scope="code-sample"> <section><h3 id="console" data-text="Console" tabindex="-1">Console</h3><p> <ol> <li><p>In the Google Cloud console, go to the Cloud Run jobs page:</p> <p><a href="https://console.cloud.google.com/run" target="console" track-type="howto" track-name="consoleLink" track-metadata-end-goal="configureCloudRunJobs" class="button button-primary">Go to Cloud Run</a> </p></li> <li><p>Click <strong>Deploy container</strong> and select <strong>Job</strong> to fill out the initial job settings page. If you are configuring an existing job, select the job, then click <strong>Edit</strong>.</p></li> <li><p>Click <strong>Container, variables and secrets, connections, security</strong> to expand the job properties page.</p></li> <li><p>Click the <strong>General</strong> tab.</p> <p><img src="/static/run/docs/images/set-cpu.png" alt="image" class="screenshot"> </p> <div><ul> <li>Select the desired CPU limit from the dropdown list. Select a value of <code translate="no" dir="ltr">1</code>, <code translate="no" dir="ltr">2</code>, <code translate="no" dir="ltr">4</code>, <code translate="no" dir="ltr">6</code>, or <code translate="no" dir="ltr">8</code> CPUs. Jobs require a minimum of 1 CPU. (See the table under <a href="#setting">Setting and updating CPU limits</a> for required settings.)</li> </ul></div></li> <li><p>Click <strong>Create</strong> or <strong>Update</strong>.</p></li> </ol></section> <section><h3 id="gcloud" data-text=" gcloud " tabindex="-1"> gcloud </h3><ol> <li><p><a href="/sdk/gcloud/reference/run/jobs/update">Update the CPU limits</a> of a given job by using the following command:</p> <div></div><devsite-code><pre class="devsite-click-to-copy notranslate" dir="ltr" is-upgraded syntax="Bash">gcloud<span class="devsite-syntax-w"> </span>run<span class="devsite-syntax-w"> </span><span class="devsite-syntax-nb">jobs</span><span class="devsite-syntax-w"> </span>update<span class="devsite-syntax-w"> </span><var translate="no">JOB_NAME</var><span class="devsite-syntax-w"> </span>--cpu<span class="devsite-syntax-w"> </span><var translate="no">CPU</var></pre></devsite-code> <p>Replace</p> <ul> <li><var translate="no">JOB_NAME</var> with the name of your job</li> <li><var translate="no">CPU</var> with the desired CPU limit. Specify the value <code translate="no" dir="ltr">1</code>, <code translate="no" dir="ltr">2</code>, <code translate="no" dir="ltr">4</code>, <code translate="no" dir="ltr">6</code>, or <code translate="no" dir="ltr">8</code> CPUs. Jobs require a minimum of 1 CPU. (See the table under <a href="#setting">Setting and updating CPU limits</a> for required settings.)</li> </ul> <p>You can also set CPU when you <a href="/sdk/gcloud/reference/run/jobs/create">create a job</a> using the command:</p> <div></div><devsite-code><pre class="devsite-click-to-copy notranslate" dir="ltr" is-upgraded syntax="Bash">gcloud<span class="devsite-syntax-w"> </span>run<span class="devsite-syntax-w"> </span><span class="devsite-syntax-nb">jobs</span><span class="devsite-syntax-w"> </span>create<span class="devsite-syntax-w"> </span><var translate="no">JOB_NAME</var><span class="devsite-syntax-w"> </span>--image<span class="devsite-syntax-w"> </span><var translate="no">IMAGE_URL</var><span class="devsite-syntax-w"> </span>--cpu<span class="devsite-syntax-w"> </span><var translate="no">CPU</var></pre></devsite-code> <p>Replace</p> <ul> <li><var translate="no">JOB_NAME</var> with the name of your job.</li> <li><var translate="no">IMAGE_URL</var> with a reference to the container image, for example, <code translate="no" dir="ltr">us-docker.pkg.dev/cloudrun/container/job:latest</code>.</li> <li><var translate="no">CPU</var> with the desired CPU limit. Specify the value <code translate="no" dir="ltr">1</code>, <code translate="no" dir="ltr">2</code>, <code translate="no" dir="ltr">4</code>, <code translate="no" dir="ltr">6</code>, or <code translate="no" dir="ltr">8</code> CPUs. Jobs require a minimum of 1 CPU. (See the table under <a href="#setting">Setting and updating CPU limits</a> for required settings.)</li> </ul></li> </ol></section> <section><h3 id="yaml" data-text="YAML" tabindex="-1">YAML</h3><ol> <li><p>If you are creating a new job, skip this step. If you are updating an existing job, download its <a href="/run/docs/reference/yaml/v1#job">YAML configuration</a>:</p> <div></div><devsite-code><pre class="devsite-click-to-copy" translate="no" dir="ltr" is-upgraded syntax="Bash">gcloud<span class="devsite-syntax-w"> </span>run<span class="devsite-syntax-w"> </span><span class="devsite-syntax-nb">jobs</span><span class="devsite-syntax-w"> </span>describe<span class="devsite-syntax-w"> </span><var translate="no">JOB_NAME</var><span class="devsite-syntax-w"> </span>--format<span class="devsite-syntax-w"> </span><span class="devsite-syntax-nb">export</span><span class="devsite-syntax-w"> </span>><span class="devsite-syntax-w"> </span>job.yaml</pre></devsite-code></li> <li><p>Update the <code translate="no" dir="ltr">cpu</code> attribute:</p> <div></div><devsite-code><pre class="devsite-click-to-copy notranslate" translate="no" dir="ltr" is-upgraded syntax="YAML"><span class="devsite-syntax-nt">apiVersion</span><span class="devsite-syntax-p">:</span><span class="devsite-syntax-w"> </span><span class="devsite-syntax-l devsite-syntax-l-Scalar devsite-syntax-l-Scalar-Plain">run.googleapis.com/v1</span> <span class="devsite-syntax-nt">kind</span><span class="devsite-syntax-p">:</span><span class="devsite-syntax-w"> </span><span class="devsite-syntax-l devsite-syntax-l-Scalar devsite-syntax-l-Scalar-Plain">Job</span> <span class="devsite-syntax-nt">metadata</span><span class="devsite-syntax-p">:</span> <span class="devsite-syntax-w"> </span><span class="devsite-syntax-nt">name</span><span class="devsite-syntax-p">:</span><span class="devsite-syntax-w"> </span><b><span class="devsite-syntax-l devsite-syntax-l-Scalar devsite-syntax-l-Scalar-Plain">JOB</span></b> <span class="devsite-syntax-nt">spec</span><span class="devsite-syntax-p">:</span> <span class="devsite-syntax-w"> </span><span class="devsite-syntax-nt">template</span><span class="devsite-syntax-p">:</span> <span class="devsite-syntax-w"> </span><span class="devsite-syntax-nt">spec</span><span class="devsite-syntax-p">:</span> <span class="devsite-syntax-w"> </span><span class="devsite-syntax-nt">template</span><span class="devsite-syntax-p">:</span> <span class="devsite-syntax-w"> </span><span class="devsite-syntax-nt">spec</span><span class="devsite-syntax-p">:</span> <span class="devsite-syntax-w"> </span><span class="devsite-syntax-nt">containers</span><span class="devsite-syntax-p">:</span> <span class="devsite-syntax-w"> </span><span class="devsite-syntax-p devsite-syntax-p-Indicator">-</span><span class="devsite-syntax-w"> </span><span class="devsite-syntax-nt">image</span><span class="devsite-syntax-p">:</span><span class="devsite-syntax-w"> </span><b><span class="devsite-syntax-l devsite-syntax-l-Scalar devsite-syntax-l-Scalar-Plain">IMAGE</span></b> <span class="devsite-syntax-w"> </span><span class="devsite-syntax-nt">resources</span><span class="devsite-syntax-p">:</span> <span class="devsite-syntax-w"> </span><span class="devsite-syntax-nt">limits</span><span class="devsite-syntax-p">:</span> <span class="devsite-syntax-w"> </span><span class="devsite-syntax-nt">cpu</span><span class="devsite-syntax-p">:</span><span class="devsite-syntax-w"> </span><var translate="no"><span class="devsite-syntax-l devsite-syntax-l-Scalar devsite-syntax-l-Scalar-Plain">CPU</span><var translate="no"></pre></devsite-code> <p>Replace <var translate="no">CPU</var> with the desired CPU limit. Specify the value <code translate="no" dir="ltr">1</code>, <code translate="no" dir="ltr">2</code>, <code translate="no" dir="ltr">4</code>, <code translate="no" dir="ltr">6</code>, or <code translate="no" dir="ltr">8</code> CPUs. Jobs require a minimum of 1 CPU. (See the table under <a href="#setting">Setting and updating CPU limits</a> for required settings.)</p> <p>You can also specify more configuration such as environment variables or memory limits.</p></li> <li><p>Update the existing job configuration:</p> <div></div><devsite-code><pre class="devsite-click-to-copy notranslate" dir="ltr" is-upgraded syntax="Bash">gcloud<span class="devsite-syntax-w"> </span>run<span class="devsite-syntax-w"> </span><span class="devsite-syntax-nb">jobs</span><span class="devsite-syntax-w"> </span>replace<span class="devsite-syntax-w"> </span>job.yaml</pre></devsite-code></li> </ol></section> </div> <h2 id="viewing" data-text="View CPU settings" tabindex="-1">View CPU settings</h2> <p>To view the current CPU settings for your Cloud Run job:</p> <div class="ds-selector-tabs" data-ds-scope="code-sample"> <section><h3 id="console_1" data-text="Console" tabindex="-1">Console</h3><ol> <li><p>In the Google Cloud console, go to the Cloud Run jobs page:</p> <p><a href="https://console.cloud.google.com/run/jobs" target="console" track-type="howto" track-name="consoleLink" track-metadata-end-goal="configureCloudRun" class="button button-primary">Go to Cloud Run jobs</a> </p></li> <li><p>Click the job you are interested in to open the <strong>Job details</strong> page.</p></li> <li><p>Click the <strong>Configuration</strong> tab.</p></li> <li><p>Locate the CPU setting in the configuration details.</p></li> </ol></section> <section><h3 id="gcloud_1" data-text=" gcloud " tabindex="-1"> gcloud </h3><ol> <li><p>Use the following command:</p> <div></div><devsite-code><pre class="devsite-click-to-copy" translate="no" dir="ltr" is-upgraded syntax="Bash">gcloud<span class="devsite-syntax-w"> </span>run<span class="devsite-syntax-w"> </span><span class="devsite-syntax-nb">jobs</span><span class="devsite-syntax-w"> </span>describe<span class="devsite-syntax-w"> </span><var translate="no">JOB_NAME</var></pre></devsite-code></li> <li><p>Locate the CPU setting in the returned configuration.</p></li> </ol></section> </div> <devsite-hats-survey class="nocontent" hats-id="Nd7nTix2o0eU5NUYprb0ThtUc5jf" listnr-id="83405"></devsite-hats-survey> </div> <devsite-thumb-rating position="footer"> </devsite-thumb-rating> <devsite-feedback position="footer" project-name="Cloud Run Documentation" product-id="97037" bucket="Documentation" context="" version="t-devsite-webserver-20241114-r00-rc02.464922260396498922" data-label="Send Feedback Button" track-type="feedback" track-name="sendFeedbackLink" track-metadata-position="footer" class="nocontent" project-feedback-url="https://issuetracker.google.com/issues/new?component=608076" project-icon="https://www.gstatic.com/devrel-devsite/prod/v870e399c64f7c43c99a3043db4b3a74327bb93d0914e84a0c3dba90bbfd67625/cloud/images/favicons/onecloud/super_cloud.png" > <button> Send feedback </button> </devsite-feedback> <div class="devsite-floating-action-buttons"> </div> </article> <devsite-content-footer class="nocontent"> <p>Except as otherwise noted, the content of this page is licensed under the <a href="https://creativecommons.org/licenses/by/4.0/">Creative Commons Attribution 4.0 License</a>, and code samples are licensed under the <a href="https://www.apache.org/licenses/LICENSE-2.0">Apache 2.0 License</a>. 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