Manage identity and access | Cloud Architecture Center

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track-type="nav" track-metadata-eventdetail="https://cloud.google.com/run" track-metadata-position="nav - products" track-metadata-module="tertiary nav" track-metadata-module_headline="featured products" tooltip track-name="cloud run" > <div class="devsite-nav-item-icon-container" size="medium" > <picture> <img class="devsite-nav-item-icon" alt="" src="https://www.gstatic.com/cloud/images/navigation/cloud-run.png" srcset=" https://www.gstatic.com/cloud/images/navigation/cloud-run.png" sizes="100vw" loading="lazy" > </picture> </div> <div class="devsite-nav-item-title"> Cloud Run </div> <div class="devsite-nav-item-description"> Fully managed environment for running containerized apps. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/kubernetes-engine" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/kubernetes-engine" track-metadata-position="nav - products" track-metadata-module="tertiary nav" track-metadata-module_headline="featured products" tooltip track-name="google kubernetes engine" > <div class="devsite-nav-item-icon-container" size="medium" > <picture> <img class="devsite-nav-item-icon" alt="" src="https://www.gstatic.com/cloud/images/navigation/kubernetes-engine.png" srcset=" https://www.gstatic.com/cloud/images/navigation/kubernetes-engine.png" sizes="100vw" loading="lazy" > </picture> </div> <div class="devsite-nav-item-title"> Google Kubernetes Engine </div> <div class="devsite-nav-item-description"> Managed environment for running containerized apps. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/vertex-ai" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/vertex-ai" track-metadata-position="nav - products" track-metadata-module="tertiary nav" track-metadata-module_headline="featured products" tooltip track-name="vertex ai" > <div class="devsite-nav-item-icon-container" size="medium" > <picture> <img class="devsite-nav-item-icon" alt="" src="https://www.gstatic.com/cloud/images/navigation/vertex-ai.png" srcset=" https://www.gstatic.com/cloud/images/navigation/vertex-ai.png" sizes="100vw" loading="lazy" > </picture> </div> <div class="devsite-nav-item-title"> Vertex AI </div> <div class="devsite-nav-item-description"> Unified platform for ML models and generative AI. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/looker" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/looker" track-metadata-position="nav - products" track-metadata-module="tertiary nav" track-metadata-module_headline="featured products" tooltip track-name="looker" > <div class="devsite-nav-item-icon-container" size="medium" > <picture> <img class="devsite-nav-item-icon" alt="" src="https://www.gstatic.com/cloud/images/navigation/looker.png" srcset=" https://www.gstatic.com/cloud/images/navigation/looker.png" sizes="100vw" loading="lazy" > </picture> </div> <div class="devsite-nav-item-title"> Looker </div> <div class="devsite-nav-item-description"> Platform for BI, data applications, and embedded analytics. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/apigee" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/apigee" track-metadata-position="nav - products" track-metadata-module="tertiary nav" track-metadata-module_headline="featured products" tooltip track-name="apigee api management" > <div class="devsite-nav-item-icon-container" size="medium" > <picture> <img class="devsite-nav-item-icon" alt="" src="https://www.gstatic.com/cloud/images/navigation/apigee.png" srcset=" https://www.gstatic.com/cloud/images/navigation/apigee.png" sizes="100vw" loading="lazy" > </picture> </div> <div class="devsite-nav-item-title"> Apigee API Management </div> <div class="devsite-nav-item-description"> Manage the full life cycle of APIs anywhere with visibility and control. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/sql" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/sql" track-metadata-position="nav - products" track-metadata-module="tertiary nav" track-metadata-module_headline="featured products" tooltip track-name="cloud sql" > <div class="devsite-nav-item-icon-container" size="medium" > <picture> <img class="devsite-nav-item-icon" alt="" src="https://www.gstatic.com/cloud/images/navigation/cloud-sql.png" srcset=" https://www.gstatic.com/cloud/images/navigation/cloud-sql.png" sizes="100vw" loading="lazy" > </picture> </div> <div class="devsite-nav-item-title"> Cloud SQL </div> <div class="devsite-nav-item-description"> Relational database services for MySQL, PostgreSQL and SQL Server. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/ai/gemini" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/ai/gemini" track-metadata-position="nav - products" track-metadata-module="tertiary nav" track-metadata-module_headline="featured products" tooltip track-name="gemini" > <div class="devsite-nav-item-icon-container" size="medium" > <picture> <img class="devsite-nav-item-icon" alt="" src="https://www.gstatic.com/cloud/images/navigation/gemini.png" srcset=" https://www.gstatic.com/cloud/images/navigation/gemini.png" sizes="100vw" loading="lazy" > </picture> </div> <div class="devsite-nav-item-title"> Gemini </div> <div class="devsite-nav-item-description"> Google Cloud products powered by Gemini. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/cdn" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/cdn" track-metadata-position="nav - products" track-metadata-module="tertiary nav" track-metadata-module_headline="featured products" tooltip track-name="cloud cdn" > <div class="devsite-nav-item-icon-container" size="medium" > <picture> <img class="devsite-nav-item-icon" alt="" src="https://www.gstatic.com/cloud/images/navigation/networking.png" srcset=" https://www.gstatic.com/cloud/images/navigation/networking.png" sizes="100vw" loading="lazy" > </picture> </div> <div class="devsite-nav-item-title"> Cloud CDN </div> <div class="devsite-nav-item-description"> Content delivery network for delivering web and video. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section cloud-dropdown-top-border dropdown-tabbed-menu-button-target"> <li class="devsite-nav-description">Not seeing what you're looking for?</li> <li class="devsite-nav-item"> <a 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src="https://www.gstatic.com/cloud/images/navigation/forward.svg" srcset=" https://www.gstatic.com/cloud/images/navigation/forward.svg" sizes="100vw" loading="lazy" > </picture> </div> <div class="devsite-nav-item-title"> AI and Machine Learning </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/vertex-ai" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/vertex-ai" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="vertex ai platform" > <div class="devsite-nav-item-title"> Vertex AI Platform </div> <div class="devsite-nav-item-description"> Unified platform for ML models and generative AI. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/generative-ai-studio" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/generative-ai-studio" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="vertex ai studio" > <div class="devsite-nav-item-title"> Vertex AI Studio </div> <div class="devsite-nav-item-description"> Build, tune, and deploy foundation models on Vertex AI. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/products/agent-builder" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/products/agent-builder" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="vertex ai agent builder" > <div class="devsite-nav-item-title"> Vertex AI Agent Builder </div> <div class="devsite-nav-item-description"> Build and deploy gen AI experiences. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/products/conversational-agents" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/products/conversational-agents" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="conversational-agents" > <div class="devsite-nav-item-title"> Conversational Agents </div> <div class="devsite-nav-item-description"> Build conversational AI with both deterministic and gen AI functionality. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/enterprise-search" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/enterprise-search" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="enterprise-search" > <div class="devsite-nav-item-title"> Vertex AI Search </div> <div class="devsite-nav-item-description"> Build Google-quality search for your enterprise apps and experiences. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/speech-to-text" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/speech-to-text" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="speech-to-text" > <div class="devsite-nav-item-title"> Speech-to-Text </div> <div class="devsite-nav-item-description"> Speech recognition and transcription across 125 languages. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/text-to-speech" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/text-to-speech" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="text-to-speech" > <div class="devsite-nav-item-title"> Text-to-Speech </div> <div class="devsite-nav-item-description"> Speech synthesis in 220+ voices and 40+ languages. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/translate" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/translate" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="translation ai" > <div class="devsite-nav-item-title"> Translation AI </div> <div class="devsite-nav-item-description"> Language detection, translation, and glossary support. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/document-ai" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/document-ai" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="document ai" > <div class="devsite-nav-item-title"> Document AI </div> <div class="devsite-nav-item-description"> Document processing and data capture automated at scale. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/vision" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/vision" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="vision ai" > <div class="devsite-nav-item-title"> Vision AI </div> <div class="devsite-nav-item-description"> Custom and pre-trained models to detect emotion, text, and more. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/solutions/contact-center-ai-platform" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/solutions/contact-center-ai-platform" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="contact center ai" > <div class="devsite-nav-item-title"> Contact Center as a Service </div> <div class="devsite-nav-item-description"> Omnichannel contact center solution that is native to the cloud. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section cloud-dropdown-top-border"> <li class="devsite-nav-description">Not seeing what you're looking for?</li> <li class="devsite-nav-item"> <a href="https://cloud.google.com/products?pds=CAE#ai-and-machine-learning" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/products?pds=CAE#ai-and-machine-learning" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="see all ai and machine learning products" > <div class="devsite-nav-item-title"> See all AI and machine learning products </div> </a> </li> </ul> </div> <div class="devsite-tabs-dropdown-column "> <ul class="devsite-tabs-dropdown-section cloud-dropdown-menu-heading"> <li class="devsite-nav-title" role="heading" tooltip>Business Intelligence</li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/looker" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/looker" track-metadata-position="nav - products" track-metadata-module="tertiary nav" track-metadata-module_headline="business intelligence" tooltip track-name="looker" > <div class="devsite-nav-item-title"> Looker </div> <div class="devsite-nav-item-description"> Platform for BI, data applications, and embedded analytics. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/looker-studio" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/looker-studio" track-metadata-position="nav - products" track-metadata-module="tertiary nav" track-metadata-module_headline="business intelligence" tooltip track-name="looker studio" > <div class="devsite-nav-item-title"> Looker Studio </div> <div class="devsite-nav-item-description"> Interactive data suite for dashboarding, reporting, and analytics. </div> </a> </li> </ul> </div> <div class="devsite-tabs-dropdown-column "> <ul class="devsite-tabs-dropdown-section cloud-dropdown-menu-heading devsite-nav-title-heading"> <li class="devsite-nav-item"> <a href="https://cloud.google.com/products/compute" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/products/compute" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="compute" > <div class="devsite-nav-item-icon-container" size="medium" > <picture> <img class="devsite-nav-item-icon" alt="" src="https://www.gstatic.com/cloud/images/navigation/forward.svg" srcset=" https://www.gstatic.com/cloud/images/navigation/forward.svg" sizes="100vw" loading="lazy" > </picture> </div> <div class="devsite-nav-item-title"> Compute </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/compute" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/compute" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="compute engine" > <div class="devsite-nav-item-title"> Compute Engine </div> <div class="devsite-nav-item-description"> Virtual machines running in Google’s data center. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/appengine" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/appengine" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="app engine" > <div class="devsite-nav-item-title"> App Engine </div> <div class="devsite-nav-item-description"> Serverless application platform for apps and back ends. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/gpu" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/gpu" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="cloud gpus" > <div class="devsite-nav-item-title"> Cloud GPUs </div> <div class="devsite-nav-item-description"> GPUs for ML, scientific computing, and 3D visualization. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/migrate/virtual-machines" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/migrate/virtual-machines" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="migrate to virtual machines" > <div class="devsite-nav-item-title"> Migrate to Virtual Machines </div> <div class="devsite-nav-item-description"> Server and virtual machine migration to Compute Engine. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/spot-vms" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/spot-vms" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="spot vms" > <div class="devsite-nav-item-title"> Spot VMs </div> <div class="devsite-nav-item-description"> Compute instances for batch jobs and fault-tolerant workloads. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/batch" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/batch" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="batch" > <div class="devsite-nav-item-title"> Batch </div> <div class="devsite-nav-item-description"> Fully managed service for scheduling batch jobs. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/compute/docs/nodes/sole-tenant-nodes" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/compute/docs/nodes/sole-tenant-nodes" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="sole-tenant nodes" > <div class="devsite-nav-item-title"> Sole-Tenant Nodes </div> <div class="devsite-nav-item-description"> Dedicated hardware for compliance, licensing, and management. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/bare-metal" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/bare-metal" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="bare metal" > <div class="devsite-nav-item-title"> Bare Metal </div> <div class="devsite-nav-item-description"> Infrastructure to run specialized workloads on Google Cloud. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a 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class="devsite-nav-item"> <a href="https://cloud.google.com/run" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/run" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="cloud run" > <div class="devsite-nav-item-title"> Cloud Run </div> <div class="devsite-nav-item-description"> Fully managed environment for running containerized apps. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section cloud-dropdown-top-border"> <li class="devsite-nav-description">Not seeing what you're looking for?</li> <li class="devsite-nav-item"> <a href="https://cloud.google.com/products?pds=CAUSAQw#compute" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/products?pds=CAUSAQw#compute" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="see all compute products" > <div class="devsite-nav-item-title"> See all compute products </div> </a> </li> </ul> </div> <div class="devsite-tabs-dropdown-column "> <ul class="devsite-tabs-dropdown-section cloud-dropdown-menu-heading devsite-nav-title-heading"> <li class="devsite-nav-item"> <a href="https://cloud.google.com/containers" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/containers" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="containers" > <div class="devsite-nav-item-icon-container" size="medium" > <picture> <img class="devsite-nav-item-icon" alt="" src="https://www.gstatic.com/cloud/images/navigation/forward.svg" srcset=" https://www.gstatic.com/cloud/images/navigation/forward.svg" sizes="100vw" loading="lazy" > </picture> </div> <div class="devsite-nav-item-title"> Containers </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/kubernetes-engine" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/kubernetes-engine" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="google kubernetes engine" > <div class="devsite-nav-item-title"> Google Kubernetes Engine </div> <div class="devsite-nav-item-description"> Managed environment for running containerized apps. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/run" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/run" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="cloud run" > <div class="devsite-nav-item-title"> Cloud Run </div> <div class="devsite-nav-item-description"> Fully managed environment for running containerized apps. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/build" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/build" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="cloud build" > <div class="devsite-nav-item-title"> Cloud Build </div> <div class="devsite-nav-item-description"> Solution for running build steps in a Docker container. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/artifact-registry" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/artifact-registry" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="artifact registry" > <div class="devsite-nav-item-title"> Artifact Registry </div> <div class="devsite-nav-item-description"> Package manager for build artifacts and dependencies. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/code" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/code" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="cloud code" > <div class="devsite-nav-item-title"> Cloud Code </div> <div class="devsite-nav-item-description"> IDE support to write, run, and debug Kubernetes applications. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/deploy" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/deploy" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="cloud deploy" > <div class="devsite-nav-item-title"> Cloud Deploy </div> <div class="devsite-nav-item-description"> Fully managed continuous delivery to GKE and Cloud Run. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/migrate/containers" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/migrate/containers" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="migrate to containers" > <div class="devsite-nav-item-title"> Migrate to Containers </div> <div class="devsite-nav-item-description"> Components for migrating VMs into system containers on GKE. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/deep-learning-containers" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/deep-learning-containers" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="deep learning containers" > <div class="devsite-nav-item-title"> Deep Learning Containers </div> <div class="devsite-nav-item-description"> Containers with data science frameworks, libraries, and tools. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/knative" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/knative" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="knative" > <div class="devsite-nav-item-title"> Knative </div> <div class="devsite-nav-item-description"> Components to create Kubernetes-native cloud-based software. </div> </a> </li> </ul> </div> <div class="devsite-tabs-dropdown-column "> <ul class="devsite-tabs-dropdown-section cloud-dropdown-menu-heading devsite-nav-title-heading"> <li class="devsite-nav-item"> <a href="https://cloud.google.com/solutions/smart-analytics" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/solutions/smart-analytics" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="data analytics" > <div class="devsite-nav-item-icon-container" size="medium" > <picture> <img class="devsite-nav-item-icon" 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track-metadata-module="tertiary nav" tooltip track-name="looker" > <div class="devsite-nav-item-title"> Looker </div> <div class="devsite-nav-item-description"> Platform for BI, data applications, and embedded analytics. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/dataflow" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/dataflow" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="dataflow" > <div class="devsite-nav-item-title"> Dataflow </div> <div class="devsite-nav-item-description"> Streaming analytics for stream and batch processing. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/pubsub" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/pubsub" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="pub/sub" > <div class="devsite-nav-item-title"> Pub/Sub </div> <div class="devsite-nav-item-description"> Messaging service for event ingestion and delivery. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/dataproc" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/dataproc" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="dataproc" > <div class="devsite-nav-item-title"> Dataproc </div> <div class="devsite-nav-item-description"> Service for running Apache Spark and Apache Hadoop clusters. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/data-fusion" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/data-fusion" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="cloud data fusion" > <div class="devsite-nav-item-title"> Cloud Data Fusion </div> <div class="devsite-nav-item-description"> Data integration for building and managing data pipelines. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/composer" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/composer" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="cloud composer" > <div class="devsite-nav-item-title"> Cloud Composer </div> <div class="devsite-nav-item-description"> Workflow orchestration service built on Apache Airflow. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/biglake" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/biglake" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip 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> <div class="devsite-nav-item-title"> Dataform </div> <div class="devsite-nav-item-description"> Build, version control, and deploy SQL workflows in BigQuery. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/analytics-hub" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/analytics-hub" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="analytics hub" > <div class="devsite-nav-item-title"> Analytics Hub </div> <div class="devsite-nav-item-description"> Service for securely and efficiently exchanging data analytics assets. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section cloud-dropdown-top-border"> <li class="devsite-nav-description">Not seeing what you're looking for?</li> <li class="devsite-nav-item"> <a href="https://cloud.google.com/products?pds=CAQ#data-analytics" track-type="nav" 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sizes="100vw" loading="lazy" > </picture> </div> <div class="devsite-nav-item-title"> Databases </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/alloydb" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/alloydb" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="alloydb for postgresql" > <div class="devsite-nav-item-title"> AlloyDB for PostgreSQL </div> <div class="devsite-nav-item-description"> Fully managed, PostgreSQL-compatible database for enterprise workloads. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/sql" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/sql" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="cloud sql" > <div class="devsite-nav-item-title"> Cloud SQL </div> <div class="devsite-nav-item-description"> Fully managed database for MySQL, PostgreSQL, and SQL Server. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/firestore" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/firestore" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="firestore" > <div class="devsite-nav-item-title"> Firestore </div> <div class="devsite-nav-item-description"> Cloud-native document database for building rich mobile, web, and IoT apps. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/spanner" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/spanner" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="spanner" > <div class="devsite-nav-item-title"> Spanner </div> <div class="devsite-nav-item-description"> Cloud-native relational database with unlimited scale and 99.999% availability. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/bigtable" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/bigtable" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="bigtable" > <div class="devsite-nav-item-title"> Bigtable </div> <div class="devsite-nav-item-description"> Cloud-native wide-column database for large-scale, low-latency workloads. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/datastream" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/datastream" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="datastream" > <div class="devsite-nav-item-title"> Datastream </div> <div class="devsite-nav-item-description"> Serverless change data capture and replication service. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/database-migration" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/database-migration" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="database migration service" > <div class="devsite-nav-item-title"> Database Migration Service </div> <div class="devsite-nav-item-description"> Serverless, minimal downtime migrations to Cloud SQL. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/bare-metal" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/bare-metal" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="bare metal solution" > <div class="devsite-nav-item-title"> Bare Metal Solution </div> <div class="devsite-nav-item-description"> Fully managed infrastructure for your Oracle workloads. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/memorystore" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/memorystore" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="memorystore" > <div class="devsite-nav-item-title"> Memorystore </div> <div class="devsite-nav-item-description"> Fully managed Redis and Memcached for sub-millisecond data access. </div> </a> </li> </ul> </div> <div class="devsite-tabs-dropdown-column "> <ul class="devsite-tabs-dropdown-section cloud-dropdown-menu-heading devsite-nav-title-heading"> <li class="devsite-nav-item"> <a href="https://cloud.google.com/products/tools" track-type="nav" 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Universal package manager for build artifacts and dependencies. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/code" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/code" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="cloud code" > <div class="devsite-nav-item-title"> Cloud Code </div> <div class="devsite-nav-item-description"> IDE support to write, run, and debug Kubernetes applications. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/build" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/build" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="cloud build" > <div class="devsite-nav-item-title"> Cloud Build </div> <div class="devsite-nav-item-description"> Continuous integration and continuous delivery platform. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/deploy" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/deploy" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="cloud deploy" > <div class="devsite-nav-item-title"> Cloud Deploy </div> <div class="devsite-nav-item-description"> Fully managed continuous delivery to GKE and Cloud Run. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/deployment-manager/docs" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/deployment-manager/docs" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="cloud deployment manager" > <div class="devsite-nav-item-title"> Cloud Deployment Manager </div> <div class="devsite-nav-item-description"> Service for creating and managing Google Cloud resources. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/sdk" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/sdk" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="cloud sdk" > <div class="devsite-nav-item-title"> Cloud SDK </div> <div class="devsite-nav-item-description"> Command-line tools and libraries for Google Cloud. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/scheduler" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/scheduler" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="cloud scheduler" > <div class="devsite-nav-item-title"> Cloud Scheduler </div> <div class="devsite-nav-item-description"> Cron job scheduler for task automation and management. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/source-repositories" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/source-repositories" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="cloud source repositories" > <div class="devsite-nav-item-title"> Cloud Source Repositories </div> <div class="devsite-nav-item-description"> Private Git repository to store, manage, and track code. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/infrastructure-manager" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/infrastructure-manager" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="infrastructure 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track-metadata-module="tertiary nav" tooltip track-name="gemini code assist" > <div class="devsite-nav-item-title"> Gemini Code Assist </div> <div class="devsite-nav-item-description"> AI-powered assistant available across Google Cloud and your IDE. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section cloud-dropdown-top-border"> <li class="devsite-nav-description">Not seeing what you're looking for?</li> <li class="devsite-nav-item"> <a href="https://cloud.google.com/products?pds=CAI#developer-tools" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/products?pds=CAI#developer-tools" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="see all developer tools" > <div class="devsite-nav-item-title"> See all developer tools </div> </a> </li> </ul> </div> <div class="devsite-tabs-dropdown-column "> <ul class="devsite-tabs-dropdown-section cloud-dropdown-menu-heading devsite-nav-title-heading"> <li class="devsite-nav-item"> <a href="https://cloud.google.com/distributed-cloud" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/distributed-cloud" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="distributed cloud" > <div class="devsite-nav-item-icon-container" size="medium" > <picture> <img class="devsite-nav-item-icon" alt="" src="https://www.gstatic.com/cloud/images/navigation/forward.svg" srcset=" https://www.gstatic.com/cloud/images/navigation/forward.svg" sizes="100vw" loading="lazy" > </picture> </div> <div class="devsite-nav-item-title"> Distributed Cloud </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/distributed-cloud-edge" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/distributed-cloud-edge" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="google distributed cloud connected" > <div class="devsite-nav-item-title"> Google Distributed Cloud Connected </div> <div class="devsite-nav-item-description"> Distributed cloud services for edge workloads. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/distributed-cloud-hosted" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/distributed-cloud-hosted" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="google distributed cloud air-gapped" > <div class="devsite-nav-item-title"> Google Distributed Cloud Air-gapped </div> <div class="devsite-nav-item-description"> Distributed cloud for air-gapped workloads. </div> </a> </li> </ul> </div> <div class="devsite-tabs-dropdown-column "> <ul class="devsite-tabs-dropdown-section cloud-dropdown-menu-heading"> <li class="devsite-nav-title" role="heading" tooltip>Hybrid and Multicloud</li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/kubernetes-engine" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/kubernetes-engine" track-metadata-position="nav - products" track-metadata-module="tertiary nav" track-metadata-module_headline="hybrid and multicloud" tooltip track-name="google kubernetes engine" > <div class="devsite-nav-item-title"> Google Kubernetes Engine </div> <div class="devsite-nav-item-description"> Managed environment for running containerized apps. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/apigee" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/apigee" track-metadata-position="nav - products" track-metadata-module="tertiary nav" track-metadata-module_headline="hybrid and multicloud" tooltip track-name="apigee api management" > <div class="devsite-nav-item-title"> Apigee API Management </div> <div class="devsite-nav-item-description"> API management, development, and security platform. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/migrate/containers" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/migrate/containers" track-metadata-position="nav - products" track-metadata-module="tertiary nav" track-metadata-module_headline="hybrid and multicloud" tooltip track-name="migrate to containers" > <div class="devsite-nav-item-title"> Migrate to Containers </div> <div class="devsite-nav-item-description"> Tool to move workloads and existing applications to GKE. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/traffic-director" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/traffic-director" track-metadata-position="nav - products" track-metadata-module="tertiary nav" track-metadata-module_headline="hybrid and multicloud" tooltip track-name="traffic director" > <div class="devsite-nav-item-title"> Traffic Director </div> <div class="devsite-nav-item-description"> Traffic control pane and management for open service mesh. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/build" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/build" track-metadata-position="nav - products" track-metadata-module="tertiary nav" track-metadata-module_headline="hybrid and multicloud" tooltip track-name="cloud build" > <div class="devsite-nav-item-title"> Cloud Build </div> <div class="devsite-nav-item-description"> Service for executing builds on Google Cloud infrastructure. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/products/operations" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/products/operations" track-metadata-position="nav - products" track-metadata-module="tertiary nav" track-metadata-module_headline="hybrid and multicloud" tooltip track-name="operations" > <div class="devsite-nav-item-title"> Operations </div> <div class="devsite-nav-item-description"> Monitoring, logging, and application performance suite. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/distributed-cloud" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/distributed-cloud" track-metadata-position="nav - products" track-metadata-module="tertiary nav" track-metadata-module_headline="hybrid and multicloud" tooltip track-name="google distributed cloud" > <div class="devsite-nav-item-title"> Google Distributed Cloud </div> <div class="devsite-nav-item-description"> Fully managed solutions for the edge and data centers. </div> </a> </li> </ul> </div> <div class="devsite-tabs-dropdown-column "> <ul class="devsite-tabs-dropdown-section cloud-dropdown-menu-heading"> <li class="devsite-nav-title" role="heading" tooltip>Industry Specific</li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/anti-money-laundering-ai" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/anti-money-laundering-ai" track-metadata-position="nav - products" track-metadata-module="tertiary nav" track-metadata-module_headline="industry specific" tooltip track-name="anti money laundering ai" > <div class="devsite-nav-item-title"> Anti Money Laundering AI </div> <div class="devsite-nav-item-description"> Detect suspicious, potential money laundering activity with AI. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/healthcare-api" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/healthcare-api" track-metadata-position="nav - products" track-metadata-module="tertiary nav" track-metadata-module_headline="industry specific" tooltip track-name="cloud healthcare api" > <div class="devsite-nav-item-title"> Cloud Healthcare API </div> <div class="devsite-nav-item-description"> Solution for bridging existing care systems and apps on Google Cloud. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/device-connect" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/device-connect" track-metadata-position="nav - products" track-metadata-module="tertiary nav" track-metadata-module_headline="industry specific" tooltip track-name="device connect for fitbit" > <div class="devsite-nav-item-title"> Device Connect for Fitbit </div> <div class="devsite-nav-item-description"> Gain a 360-degree patient view with connected Fitbit data on Google Cloud. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/telecom-network-automation" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/telecom-network-automation" track-metadata-position="nav - products" track-metadata-module="tertiary nav" track-metadata-module_headline="industry specific" tooltip track-name="telecom network automation" > <div class="devsite-nav-item-title"> Telecom Network Automation </div> <div class="devsite-nav-item-description"> Ready to use cloud-native automation for telecom networks. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/telecom-data-fabric" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/telecom-data-fabric" track-metadata-position="nav - products" track-metadata-module="tertiary nav" track-metadata-module_headline="industry specific" tooltip track-name="telecom data fabric" > <div class="devsite-nav-item-title"> Telecom Data Fabric </div> <div class="devsite-nav-item-description"> Telecom data management and analytics with an automated approach. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/telecom-subscriber-insights" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/telecom-subscriber-insights" track-metadata-position="nav - products" track-metadata-module="tertiary nav" track-metadata-module_headline="industry specific" tooltip track-name="telecom subscriber insights" > <div class="devsite-nav-item-title"> Telecom Subscriber Insights </div> <div class="devsite-nav-item-description"> Ingests data to improve subscriber acquisition and retention. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/spectrum-access-system" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/spectrum-access-system" track-metadata-position="nav - products" track-metadata-module="tertiary nav" track-metadata-module_headline="industry specific" tooltip track-name="spectrum access system (sas)" > <div class="devsite-nav-item-title"> Spectrum Access System (SAS) </div> <div class="devsite-nav-item-description"> Controls fundamental access to the Citizens Broadband Radio Service (CBRS). </div> </a> </li> </ul> </div> <div class="devsite-tabs-dropdown-column "> <ul class="devsite-tabs-dropdown-section cloud-dropdown-menu-heading devsite-nav-title-heading"> <li class="devsite-nav-item"> <a href="https://cloud.google.com/integration-services" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/integration-services" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="integration services" > <div class="devsite-nav-item-icon-container" size="medium" > <picture> <img class="devsite-nav-item-icon" alt="" src="https://www.gstatic.com/cloud/images/navigation/forward.svg" srcset=" https://www.gstatic.com/cloud/images/navigation/forward.svg" sizes="100vw" loading="lazy" > </picture> </div> <div class="devsite-nav-item-title"> Integration Services </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/application-integration" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/application-integration" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="application integration" > <div class="devsite-nav-item-title"> Application Integration </div> <div class="devsite-nav-item-description"> Connect to 3rd party apps and enable data consistency without code. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/workflows" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/workflows" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="workflows" > <div class="devsite-nav-item-title"> Workflows </div> <div class="devsite-nav-item-description"> Workflow orchestration for serverless products and API services. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/apigee" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/apigee" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="apigee api management" > <div class="devsite-nav-item-title"> Apigee API Management </div> <div class="devsite-nav-item-description"> Manage the full life cycle of APIs anywhere with visibility and control. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/tasks" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/tasks" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="cloud tasks" > <div class="devsite-nav-item-title"> Cloud Tasks </div> <div class="devsite-nav-item-description"> Task management service for asynchronous task execution. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/scheduler" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/scheduler" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="cloud scheduler" > <div class="devsite-nav-item-title"> Cloud Scheduler </div> <div class="devsite-nav-item-description"> Cron job scheduler for task automation and management. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/dataproc" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/dataproc" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="dataproc" > <div class="devsite-nav-item-title"> Dataproc </div> <div class="devsite-nav-item-description"> Service for running Apache Spark and Apache Hadoop clusters. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/data-fusion" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/data-fusion" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="cloud data fusion" > <div class="devsite-nav-item-title"> Cloud Data Fusion </div> <div class="devsite-nav-item-description"> Data integration for building and managing data pipelines. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/composer" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/composer" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="cloud composer" > <div class="devsite-nav-item-title"> Cloud Composer </div> <div class="devsite-nav-item-description"> Workflow orchestration service built on Apache Airflow. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/pubsub" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/pubsub" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="pub/sub" > <div class="devsite-nav-item-title"> Pub/Sub </div> <div class="devsite-nav-item-description"> Messaging service for event ingestion and delivery. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/eventarc/docs" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/eventarc/docs" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="eventarc" > <div class="devsite-nav-item-title"> Eventarc </div> <div class="devsite-nav-item-description"> Build an event-driven architecture that can connect any service. </div> </a> </li> </ul> </div> <div class="devsite-tabs-dropdown-column "> <ul class="devsite-tabs-dropdown-section cloud-dropdown-menu-heading devsite-nav-title-heading"> <li class="devsite-nav-item"> <a href="https://cloud.google.com/products/management" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/products/management" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="management tools" > <div class="devsite-nav-item-icon-container" size="medium" > <picture> <img class="devsite-nav-item-icon" alt="" src="https://www.gstatic.com/cloud/images/navigation/forward.svg" srcset=" https://www.gstatic.com/cloud/images/navigation/forward.svg" sizes="100vw" loading="lazy" > </picture> </div> <div class="devsite-nav-item-title"> Management Tools </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/shell" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/shell" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="cloud shell" > <div class="devsite-nav-item-title"> Cloud Shell </div> <div class="devsite-nav-item-description"> Interactive shell environment with a built-in command line. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/cloud-console" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/cloud-console" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="cloud console" > <div class="devsite-nav-item-title"> Cloud console </div> <div class="devsite-nav-item-description"> Web-based interface for managing and monitoring cloud apps. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/endpoints" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/endpoints" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="cloud endpoints" > <div class="devsite-nav-item-title"> Cloud Endpoints </div> <div class="devsite-nav-item-description"> Deployment and development management for APIs on Google Cloud. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/iam" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/iam" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="cloud iam" > <div class="devsite-nav-item-title"> Cloud IAM </div> <div class="devsite-nav-item-description"> Permissions management system for Google Cloud resources. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/apis" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/apis" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="cloud apis" > <div class="devsite-nav-item-title"> Cloud APIs </div> <div class="devsite-nav-item-description"> Programmatic interfaces for Google Cloud services. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/private-catalog" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/private-catalog" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="service catalog" > <div class="devsite-nav-item-title"> Service Catalog </div> <div class="devsite-nav-item-description"> Service catalog for admins managing internal enterprise solutions. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/cost-management" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/cost-management" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="cost management" > <div class="devsite-nav-item-title"> Cost Management </div> <div class="devsite-nav-item-description"> Tools for monitoring, controlling, and optimizing your costs. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/products/operations" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/products/operations" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="operations" > <div class="devsite-nav-item-title"> Operations </div> <div class="devsite-nav-item-description"> Monitoring, logging, and application performance suite. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/carbon-footprint" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/carbon-footprint" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="carbon footprint" > <div class="devsite-nav-item-title"> Carbon Footprint </div> <div class="devsite-nav-item-description"> Dashboard to view and export Google Cloud carbon emissions reports. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/config-connector/docs/overview" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/config-connector/docs/overview" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="config connector" > <div class="devsite-nav-item-title"> Config Connector </div> <div class="devsite-nav-item-description"> Kubernetes add-on for managing Google Cloud resources. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/solutions/active-assist" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/solutions/active-assist" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="active assist" > <div class="devsite-nav-item-title"> Active Assist </div> <div class="devsite-nav-item-description"> Tools for easily managing performance, security, and cost. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section cloud-dropdown-top-border"> <li class="devsite-nav-description">Not seeing what you're looking for?</li> <li class="devsite-nav-item"> <a href="https://cloud.google.com/products?pds=CAY#managment-tools" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/products?pds=CAY#managment-tools" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="see all management tools" > <div class="devsite-nav-item-title"> See all management tools </div> </a> </li> </ul> </div> <div class="devsite-tabs-dropdown-column "> <ul class="devsite-tabs-dropdown-section cloud-dropdown-menu-heading devsite-nav-title-heading"> <li class="devsite-nav-item"> <a href="https://cloud.google.com/solutions/geospatial" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/solutions/geospatial" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="maps and geospatial" > <div class="devsite-nav-item-icon-container" size="medium" > <picture> <img class="devsite-nav-item-icon" alt="" src="https://www.gstatic.com/cloud/images/navigation/forward.svg" srcset=" https://www.gstatic.com/cloud/images/navigation/forward.svg" sizes="100vw" loading="lazy" > </picture> </div> <div class="devsite-nav-item-title"> Maps and Geospatial </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/earth-engine" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/earth-engine" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="earth engine" > <div class="devsite-nav-item-title"> Earth Engine </div> <div class="devsite-nav-item-description"> Geospatial platform for Earth observation data and analysis. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://mapsplatform.google.com/" track-type="nav" track-metadata-eventdetail="https://mapsplatform.google.com/" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="google maps platform" > <div class="devsite-nav-item-title"> Google Maps Platform </div> <div class="devsite-nav-item-description"> Create immersive location experiences and improve business operations. </div> </a> </li> </ul> </div> <div class="devsite-tabs-dropdown-column "> <ul class="devsite-tabs-dropdown-section cloud-dropdown-menu-heading"> <li class="devsite-nav-title" role="heading" tooltip>Media Services</li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/cdn" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/cdn" track-metadata-position="nav - products" track-metadata-module="tertiary nav" track-metadata-module_headline="media services" tooltip track-name="cloud cdn" > <div class="devsite-nav-item-title"> Cloud CDN </div> <div class="devsite-nav-item-description"> Content delivery network for serving web and video content. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/livestream/docs" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/livestream/docs" track-metadata-position="nav - products" track-metadata-module="tertiary nav" track-metadata-module_headline="media services" tooltip track-name="live stream api" > <div class="devsite-nav-item-title"> Live Stream API </div> <div class="devsite-nav-item-description"> Service to convert live video and package for streaming. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/opencue" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/opencue" track-metadata-position="nav - products" track-metadata-module="tertiary nav" track-metadata-module_headline="media services" tooltip track-name="opencue" > <div class="devsite-nav-item-title"> OpenCue </div> <div class="devsite-nav-item-description"> Open source render manager for visual effects and animation. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/transcoder/docs" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/transcoder/docs" track-metadata-position="nav - products" track-metadata-module="tertiary nav" track-metadata-module_headline="media services" tooltip track-name="transcoder api" > <div class="devsite-nav-item-title"> Transcoder API </div> <div class="devsite-nav-item-description"> Convert video files and package them for optimized delivery. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/video-stitcher" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/video-stitcher" track-metadata-position="nav - products" track-metadata-module="tertiary nav" track-metadata-module_headline="media services" tooltip track-name="video stitcher api" > <div class="devsite-nav-item-title"> Video Stitcher API </div> <div class="devsite-nav-item-description"> Service for dynamic or server side ad insertion. </div> </a> </li> </ul> </div> <div class="devsite-tabs-dropdown-column "> <ul class="devsite-tabs-dropdown-section cloud-dropdown-menu-heading devsite-nav-title-heading"> <li class="devsite-nav-item"> <a href="https://cloud.google.com/products/cloud-migration" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/products/cloud-migration" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="migration" > <div class="devsite-nav-item-icon-container" size="medium" > <picture> <img class="devsite-nav-item-icon" alt="" src="https://www.gstatic.com/cloud/images/navigation/forward.svg" srcset=" https://www.gstatic.com/cloud/images/navigation/forward.svg" sizes="100vw" loading="lazy" > </picture> </div> <div class="devsite-nav-item-title"> Migration </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/migration-center/docs" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/migration-center/docs" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="migration center" > <div class="devsite-nav-item-title"> Migration Center </div> <div class="devsite-nav-item-description"> Unified platform for migrating and modernizing with Google Cloud. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/solutions/application-migration" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/solutions/application-migration" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="application migration" > <div class="devsite-nav-item-title"> Application Migration </div> <div class="devsite-nav-item-description"> App migration to the cloud for low-cost refresh cycles. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/migrate/virtual-machines" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/migrate/virtual-machines" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="migrate to virtual machines" > <div class="devsite-nav-item-title"> Migrate to Virtual Machines </div> <div class="devsite-nav-item-description"> Components for migrating VMs and physical servers to Compute Engine. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/foundation-toolkit" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/foundation-toolkit" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="cloud foundation toolkit" > <div class="devsite-nav-item-title"> Cloud Foundation Toolkit </div> <div class="devsite-nav-item-description"> Reference templates for Deployment Manager and Terraform. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/database-migration" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/database-migration" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="database migration service" > <div class="devsite-nav-item-title"> Database Migration Service </div> <div class="devsite-nav-item-description"> Serverless, minimal downtime migrations to Cloud SQL. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/migrate/containers" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/migrate/containers" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="migrate to containers" > <div class="devsite-nav-item-title"> Migrate to Containers </div> <div class="devsite-nav-item-description"> Components for migrating VMs into system containers on GKE. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/bigquery-transfer/docs/introduction" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/bigquery-transfer/docs/introduction" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="bigquery data transfer service" > <div class="devsite-nav-item-title"> BigQuery Data Transfer Service </div> <div class="devsite-nav-item-description"> Data import service for scheduling and moving data into BigQuery. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/solutions/cloud-migration-program" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/solutions/cloud-migration-program" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="rapid migration and modernization program" > <div class="devsite-nav-item-title"> Rapid Migration and Modernization Program </div> <div class="devsite-nav-item-description"> End-to-end migration program to simplify your path to the cloud. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/transfer-appliance/docs/4.0" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/transfer-appliance/docs/4.0" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="transfer appliance" > <div class="devsite-nav-item-title"> Transfer Appliance </div> <div class="devsite-nav-item-description"> Storage server for moving large volumes of data to Google Cloud. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/storage-transfer-service" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/storage-transfer-service" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="storage transfer service" > <div class="devsite-nav-item-title"> Storage Transfer Service </div> <div class="devsite-nav-item-description"> Data transfers from online and on-premises sources to Cloud Storage. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/vmware-engine" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/vmware-engine" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="vmware engine" > <div class="devsite-nav-item-title"> VMware Engine </div> <div class="devsite-nav-item-description"> Migrate and run your VMware workloads natively on Google Cloud. </div> </a> </li> </ul> </div> <div class="devsite-tabs-dropdown-column "> <ul class="devsite-tabs-dropdown-section cloud-dropdown-menu-heading"> <li class="devsite-nav-title" role="heading" tooltip>Mixed Reality</li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/immersive-stream/xr" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/immersive-stream/xr" track-metadata-position="nav - products" track-metadata-module="tertiary nav" track-metadata-module_headline="mixed reality" tooltip track-name="immersive stream for xr" > <div class="devsite-nav-item-title"> Immersive Stream for XR </div> <div class="devsite-nav-item-description"> Hosts, renders, and streams 3D and XR experiences. </div> </a> </li> </ul> </div> <div class="devsite-tabs-dropdown-column "> <ul class="devsite-tabs-dropdown-section cloud-dropdown-menu-heading devsite-nav-title-heading"> <li class="devsite-nav-item"> <a href="https://cloud.google.com/products/networking" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/products/networking" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="networking" > <div class="devsite-nav-item-icon-container" size="medium" > <picture> <img class="devsite-nav-item-icon" alt="" src="https://www.gstatic.com/cloud/images/navigation/forward.svg" srcset=" https://www.gstatic.com/cloud/images/navigation/forward.svg" sizes="100vw" loading="lazy" > </picture> </div> <div class="devsite-nav-item-title"> Networking </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/armor" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/armor" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="cloud armor" > <div class="devsite-nav-item-title"> Cloud Armor </div> <div class="devsite-nav-item-description"> Security policies and defense against web and DDoS attacks. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/cdn" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/cdn" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="cloud cdn and media cdn" > <div class="devsite-nav-item-title"> Cloud CDN and Media CDN </div> <div class="devsite-nav-item-description"> Content delivery network for serving web and video content. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/dns" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/dns" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="cloud dns" > <div class="devsite-nav-item-title"> Cloud DNS </div> <div class="devsite-nav-item-description"> Domain name system for reliable and low-latency name lookups. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/load-balancing" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/load-balancing" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="cloud load balancing" > <div class="devsite-nav-item-title"> Cloud Load Balancing </div> <div class="devsite-nav-item-description"> Service for distributing traffic across applications and regions. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/nat" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/nat" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="cloud nat" > <div class="devsite-nav-item-title"> Cloud NAT </div> <div class="devsite-nav-item-description"> NAT service for giving private instances internet access. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/hybrid-connectivity" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/hybrid-connectivity" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="cloud connectivity" > <div class="devsite-nav-item-title"> Cloud Connectivity </div> <div class="devsite-nav-item-description"> Connectivity options for VPN, peering, and enterprise needs. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/network-connectivity-center" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/network-connectivity-center" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="network connectivity center" > <div class="devsite-nav-item-title"> Network Connectivity Center </div> <div class="devsite-nav-item-description"> Connectivity management to help simplify and scale networks. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/network-intelligence-center" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/network-intelligence-center" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="network intelligence center" > <div class="devsite-nav-item-title"> Network Intelligence Center </div> <div class="devsite-nav-item-description"> Network monitoring, verification, and optimization platform. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/network-tiers" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/network-tiers" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="network service tiers" > <div class="devsite-nav-item-title"> Network Service Tiers </div> <div class="devsite-nav-item-description"> Cloud network options based on performance, availability, and cost. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/vpc" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/vpc" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="virtual private cloud" > <div class="devsite-nav-item-title"> Virtual Private Cloud </div> <div class="devsite-nav-item-description"> Single VPC for an entire organization, isolated within projects. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/private-service-connect" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/private-service-connect" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="private service connect" > <div class="devsite-nav-item-title"> Private Service Connect </div> <div class="devsite-nav-item-description"> Secure connection between your VPC and services. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section cloud-dropdown-top-border"> <li class="devsite-nav-description">Not seeing what you're looking for?</li> <li class="devsite-nav-item"> <a href="https://cloud.google.com/products?pds=CAUSAQ0#networking" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/products?pds=CAUSAQ0#networking" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="see all networking products" > <div class="devsite-nav-item-title"> See all networking products </div> </a> </li> </ul> </div> <div class="devsite-tabs-dropdown-column "> <ul class="devsite-tabs-dropdown-section cloud-dropdown-menu-heading devsite-nav-title-heading"> <li class="devsite-nav-item"> <a href="https://cloud.google.com/products/operations" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/products/operations" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="operations" > <div class="devsite-nav-item-icon-container" size="medium" > <picture> <img class="devsite-nav-item-icon" alt="" src="https://www.gstatic.com/cloud/images/navigation/forward.svg" srcset=" https://www.gstatic.com/cloud/images/navigation/forward.svg" sizes="100vw" loading="lazy" > </picture> </div> <div class="devsite-nav-item-title"> Operations </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/logging" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/logging" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="cloud logging" > <div class="devsite-nav-item-title"> Cloud Logging </div> <div class="devsite-nav-item-description"> Google Cloud audit, platform, and application logs management. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/monitoring" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/monitoring" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="cloud monitoring" > <div class="devsite-nav-item-title"> Cloud Monitoring </div> <div class="devsite-nav-item-description"> Infrastructure and application health with rich metrics. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/error-reporting" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/error-reporting" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="error reporting" > <div class="devsite-nav-item-title"> Error Reporting </div> <div class="devsite-nav-item-description"> Application error identification and analysis. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/debugger" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/debugger" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="cloud debugger" > <div class="devsite-nav-item-title"> Cloud Debugger </div> <div class="devsite-nav-item-description"> Real-time application state inspection and in -production debugging. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/trace" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/trace" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="cloud trace" > <div class="devsite-nav-item-title"> Cloud Trace </div> <div class="devsite-nav-item-description"> Tracing system collecting latency data from applications. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/profiler" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/profiler" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="cloud profiler" > <div class="devsite-nav-item-title"> Cloud Profiler </div> <div class="devsite-nav-item-description"> CPU and heap profiler for analyzing application performance. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/docs/quotas" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/docs/quotas" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip track-name="cloud quotas" > <div class="devsite-nav-item-title"> Cloud Quotas </div> <div class="devsite-nav-item-description"> Manage quotas for all Google Cloud services. </div> </a> </li> </ul> </div> <div class="devsite-tabs-dropdown-column "> <ul class="devsite-tabs-dropdown-section cloud-dropdown-menu-heading"> <li class="devsite-nav-title" role="heading" tooltip>Productivity and Collaboration</li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://about.appsheet.com/home/" track-type="nav" track-metadata-eventdetail="https://about.appsheet.com/home/" track-metadata-position="nav - products" track-metadata-module="tertiary nav" track-metadata-module_headline="productivity and collaboration" tooltip track-name="appsheet" > <div class="devsite-nav-item-title"> AppSheet </div> <div class="devsite-nav-item-description"> No-code development platform to build and extend applications. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://cloud.google.com/appsheet/automation" track-type="nav" track-metadata-eventdetail="https://cloud.google.com/appsheet/automation" track-metadata-position="nav - products" track-metadata-module="tertiary nav" track-metadata-module_headline="productivity and collaboration" tooltip track-name="appsheet automation" > <div class="devsite-nav-item-title"> AppSheet Automation </div> <div class="devsite-nav-item-description"> Build automations and applications on a unified platform. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://workspace.google.com/solutions/enterprise/?enterprise-benefits_activeEl=connect/" track-type="nav" track-metadata-eventdetail="https://workspace.google.com/solutions/enterprise/?enterprise-benefits_activeEl=connect/" track-metadata-position="nav - products" track-metadata-module="tertiary nav" track-metadata-module_headline="productivity and collaboration" tooltip track-name="google workspace" > <div class="devsite-nav-item-title"> Google Workspace </div> <div class="devsite-nav-item-description"> Collaboration and productivity tools for individuals and organizations. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://workspace.google.com/essentials/" track-type="nav" track-metadata-eventdetail="https://workspace.google.com/essentials/" track-metadata-position="nav - products" track-metadata-module="tertiary nav" track-metadata-module_headline="productivity and collaboration" tooltip track-name="google workspace essentials" target="_blank" > <div class="devsite-nav-item-title"> Google Workspace Essentials </div> <div class="devsite-nav-item-description"> Secure video meetings and modern collaboration for teams. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://workspace.google.com/solutions/ai/" track-type="nav" track-metadata-eventdetail="https://workspace.google.com/solutions/ai/" track-metadata-position="nav - products" track-metadata-module="tertiary nav" track-metadata-module_headline="productivity and collaboration" tooltip track-name="gemini for workspace" > <div 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track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Pricing </span> <span class="devsite-nav-icon material-icons" data-icon="forward" > </span> </a> <ul class="devsite-nav-responsive-tabs devsite-nav-has-menu "> <li class="devsite-nav-item"> <span class="devsite-nav-title" tooltip data-category="Site-Wide Custom Events" data-label="Tab: Pricing" track-name="pricing" > <span class="devsite-nav-text" tooltip menu="Pricing"> More </span> <span class="devsite-nav-icon material-icons" data-icon="forward" menu="Pricing"> </span> </span> </li> </ul> </li> <li class="devsite-nav-item"> <a href="/start" class="devsite-nav-title gc-analytics-event devsite-nav-has-children " data-category="Site-Wide Custom Events" data-label="Tab: Resources" track-name="resources" data-category="Site-Wide Custom Events" data-label="Responsive Tab: Resources" track-type="globalNav" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Resources </span> <span class="devsite-nav-icon material-icons" data-icon="forward" > </span> </a> <ul class="devsite-nav-responsive-tabs devsite-nav-has-menu "> <li class="devsite-nav-item"> <span class="devsite-nav-title" tooltip data-category="Site-Wide Custom Events" data-label="Tab: Resources" track-name="resources" > <span class="devsite-nav-text" tooltip menu="Resources"> More </span> <span class="devsite-nav-icon material-icons" data-icon="forward" menu="Resources"> </span> </span> </li> </ul> </li> <li class="devsite-nav-item"> <a href="/docs" class="devsite-nav-title gc-analytics-event devsite-nav-has-children devsite-nav-active" data-category="Site-Wide Custom Events" data-label="Tab: Docs" track-name="architecture" track-type="globalNav" track-metadata-position="nav" track-metadata-eventDetail="nav" data-category="Site-Wide Custom Events" data-label="Responsive Tab: Docs" track-type="globalNav" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Docs </span> <span class="devsite-nav-icon material-icons" data-icon="forward" > </span> </a> </li> <li class="devsite-nav-item"> <a href="/support-hub" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Tab: Support" track-name="support" track-type="globalNav" track-metadata-position="nav" track-metadata-eventDetail="nav" data-category="Site-Wide Custom Events" data-label="Responsive Tab: Support" track-type="globalNav" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Support </span> </a> </li> <li class="devsite-nav-item"> <a href="//console.cloud.google.com/" class="devsite-nav-title gc-analytics-event " track-type="globalNav" referrerpolicy="no-referrer-when-downgrade" track-metadata-position="nav" track-name="console" track-metadata-eventDetail="nav" data-category="Site-Wide Custom Events" data-label="Responsive Tab: Console" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Console </span> </a> </li> <li class="devsite-nav-item"> <a href="/contact" class="cta-button-secondary button" data-overflow-container="left" data-overflow-wrapper="tab" track-name="sales" track-type="contact" track-metadata-position="nav" track-metadata-eventDetail="nav" data-overflow="devsite-tabs-wrapper" data-category="Site-Wide Custom Events" data-label="Responsive Tab: Contact Us" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Contact Us </span> </a> </li> <li class="devsite-nav-item"> <a href="//console.cloud.google.com/freetrial" class="cloud-free-trial-button cta-button-primary button-primary button cloud-button cloud-button--primary" referrerpolicy="no-referrer-when-downgrade" track-metadata-eventDetail="nav" data-overflow-class="devsite-header-link devsite-top-button button cloud-free-trial-button cloud-free-trial-enabled cloud-button cloud-button--primary" data-overflow-container="right" track-type="freeTrial" track-name="gcpCta" track-metadata-position="nav" data-overflow="devsite-top-logo-row" data-category="Site-Wide Custom Events" data-label="Responsive Tab: Start free" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Start free </span> </a> </li> </ul> </div> <div class="devsite-mobile-nav-bottom"> <ul class="devsite-nav-list" menu="_book"> <li class="devsite-nav-item"><a href="/architecture" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture" ><span class="devsite-nav-text" tooltip>< Architecture Center home</span></a></li> <li class="devsite-nav-item"><a href="/architecture/release-notes" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/release-notes" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/release-notes" ><span class="devsite-nav-text" tooltip>What's new</span></a></li> <li class="devsite-nav-item devsite-nav-expandable devsite-nav-accordion"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> <span class="devsite-nav-text" tooltip>Fundamentals</span> </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/architecture/fundamentals" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/fundamentals" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/fundamentals" ><span class="devsite-nav-text" tooltip>Content overview</span></a></li><li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> <span class="devsite-nav-text" tooltip>Architecture Framework</span> </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/architecture/framework" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/framework" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/framework" ><span class="devsite-nav-text" tooltip>Overview</span></a></li><li class="devsite-nav-item"><a href="/architecture/framework/whats-new" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/framework/whats-new" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/framework/whats-new" ><span class="devsite-nav-text" tooltip>What's new</span></a></li><li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> <span class="devsite-nav-text" tooltip>Operational excellence</span> </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/architecture/framework/operational-excellence" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/framework/operational-excellence" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/framework/operational-excellence" ><span class="devsite-nav-text" tooltip>Overview</span></a></li><li class="devsite-nav-item"><a href="/architecture/framework/operational-excellence/operational-readiness-and-performance-using-cloudops" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/framework/operational-excellence/operational-readiness-and-performance-using-cloudops" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/framework/operational-excellence/operational-readiness-and-performance-using-cloudops" ><span class="devsite-nav-text" tooltip>Ensure operational readiness and performance using CloudOps</span></a></li><li class="devsite-nav-item"><a href="/architecture/framework/operational-excellence/manage-incidents-and-problems" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/framework/operational-excellence/manage-incidents-and-problems" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/framework/operational-excellence/manage-incidents-and-problems" ><span class="devsite-nav-text" tooltip>Manage incidents and problems</span></a></li><li class="devsite-nav-item"><a href="/architecture/framework/operational-excellence/manage-and-optimize-cloud-resources" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/framework/operational-excellence/manage-and-optimize-cloud-resources" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/framework/operational-excellence/manage-and-optimize-cloud-resources" ><span class="devsite-nav-text" tooltip>Manage and optimize cloud resources</span></a></li><li class="devsite-nav-item"><a href="/architecture/framework/operational-excellence/automate-and-manage-change" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/framework/operational-excellence/automate-and-manage-change" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/framework/operational-excellence/automate-and-manage-change" ><span class="devsite-nav-text" tooltip>Automate and manage change</span></a></li><li class="devsite-nav-item"><a href="/architecture/framework/operational-excellence/continuously-improve-and-innovate" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/framework/operational-excellence/continuously-improve-and-innovate" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/framework/operational-excellence/continuously-improve-and-innovate" ><span class="devsite-nav-text" tooltip>Continuously improve and innovate</span></a></li></ul></div></li><li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> <span class="devsite-nav-text" tooltip>Security, privacy, and compliance</span> </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/architecture/framework/security" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/framework/security" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/framework/security" ><span class="devsite-nav-text" tooltip>Overview</span></a></li><li class="devsite-nav-item"><a href="/architecture/framework/security/shared-responsibility-shared-fate" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/framework/security/shared-responsibility-shared-fate" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/framework/security/shared-responsibility-shared-fate" ><span class="devsite-nav-text" tooltip>Shared responsibility and shared fate</span></a></li><li class="devsite-nav-item"><a href="/architecture/framework/security/security-principles" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/framework/security/security-principles" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/framework/security/security-principles" ><span class="devsite-nav-text" tooltip>Security principles</span></a></li><li class="devsite-nav-item"><a href="/architecture/framework/security/risk-management" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/framework/security/risk-management" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/framework/security/risk-management" ><span class="devsite-nav-text" tooltip>Manage risks with controls</span></a></li><li class="devsite-nav-item"><a href="/architecture/framework/security/asset-management" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/framework/security/asset-management" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/framework/security/asset-management" ><span class="devsite-nav-text" tooltip>Manage your assets</span></a></li><li class="devsite-nav-item"><a href="/architecture/framework/security/identity-access" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/framework/security/identity-access" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/framework/security/identity-access" ><span class="devsite-nav-text" tooltip>Manage identity and access</span></a></li><li class="devsite-nav-item"><a href="/architecture/framework/security/compute-container-security" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/framework/security/compute-container-security" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/framework/security/compute-container-security" ><span class="devsite-nav-text" tooltip>Implement compute and container security</span></a></li><li class="devsite-nav-item"><a href="/architecture/framework/security/network-security" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/framework/security/network-security" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/framework/security/network-security" ><span class="devsite-nav-text" tooltip>Secure your network</span></a></li><li class="devsite-nav-item"><a href="/architecture/framework/security/data-security" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/framework/security/data-security" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/framework/security/data-security" ><span class="devsite-nav-text" tooltip>Implement data security</span></a></li><li class="devsite-nav-item"><a href="/architecture/framework/security/app-security" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/framework/security/app-security" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/framework/security/app-security" ><span class="devsite-nav-text" tooltip>Deploy applications securely</span></a></li><li class="devsite-nav-item"><a href="/architecture/framework/security/compliance" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/framework/security/compliance" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/framework/security/compliance" ><span class="devsite-nav-text" tooltip>Manage compliance obligations</span></a></li><li class="devsite-nav-item"><a href="/architecture/framework/security/data-residency-sovereignty" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/framework/security/data-residency-sovereignty" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/framework/security/data-residency-sovereignty" ><span class="devsite-nav-text" tooltip>Implement data residency and sovereignty</span></a></li><li class="devsite-nav-item"><a href="/architecture/framework/security/privacy" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/framework/security/privacy" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/framework/security/privacy" ><span class="devsite-nav-text" tooltip>Implement privacy requirements</span></a></li><li class="devsite-nav-item"><a href="/architecture/framework/security/logging-detection" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/framework/security/logging-detection" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/framework/security/logging-detection" ><span class="devsite-nav-text" tooltip>Implement logging and detective controls</span></a></li></ul></div></li><li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> <span class="devsite-nav-text" tooltip>Reliability</span> </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/architecture/framework/reliability" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/framework/reliability" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/framework/reliability" ><span class="devsite-nav-text" tooltip>Overview</span></a></li><li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> <span class="devsite-nav-text" tooltip>Service level objectives (SLOs)</span> </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/architecture/framework/reliability/slo-components" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/framework/reliability/slo-components" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/framework/reliability/slo-components" ><span class="devsite-nav-text" tooltip>Components of SLOs</span></a></li><li class="devsite-nav-item"><a href="/architecture/framework/reliability/choose-slos" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/framework/reliability/choose-slos" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/framework/reliability/choose-slos" ><span class="devsite-nav-text" tooltip>Choose your SLOs</span></a></li><li class="devsite-nav-item"><a href="/architecture/framework/reliability/choose-slis" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/framework/reliability/choose-slis" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/framework/reliability/choose-slis" ><span class="devsite-nav-text" tooltip>Choose your SLIs</span></a></li><li class="devsite-nav-item"><a href="/architecture/framework/reliability/measure-slos" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/framework/reliability/measure-slos" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/framework/reliability/measure-slos" ><span class="devsite-nav-text" tooltip>Measure your SLOs</span></a></li><li class="devsite-nav-item"><a href="/architecture/framework/reliability/slo-and-alerts" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/framework/reliability/slo-and-alerts" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/framework/reliability/slo-and-alerts" ><span class="devsite-nav-text" tooltip>SLO and alerts</span></a></li></ul></div></li><li class="devsite-nav-item"><a href="/architecture/framework/reliability/observability-infrastructure-applications" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/framework/reliability/observability-infrastructure-applications" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/framework/reliability/observability-infrastructure-applications" ><span class="devsite-nav-text" tooltip>Observable infrastructure and apps</span></a></li><li class="devsite-nav-item"><a href="/architecture/framework/reliability/design-scale-high-availability" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/framework/reliability/design-scale-high-availability" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/framework/reliability/design-scale-high-availability" ><span class="devsite-nav-text" tooltip>Design for scale and HA</span></a></li><li class="devsite-nav-item"><a href="/architecture/framework/reliability/create-operational-processes-tools" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/framework/reliability/create-operational-processes-tools" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/framework/reliability/create-operational-processes-tools" ><span class="devsite-nav-text" tooltip>Operational processes and tools</span></a></li><li class="devsite-nav-item"><a href="/architecture/framework/reliability/build-efficient-alerts" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/framework/reliability/build-efficient-alerts" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/framework/reliability/build-efficient-alerts" ><span class="devsite-nav-text" tooltip>Build efficient alerts</span></a></li><li class="devsite-nav-item"><a href="/architecture/framework/reliability/build-incident-management-process" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/framework/reliability/build-incident-management-process" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/framework/reliability/build-incident-management-process" ><span class="devsite-nav-text" tooltip>Incident management process</span></a></li><li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> <span class="devsite-nav-text" tooltip>Product guides</span> </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/architecture/framework/reliability/product-guides" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/framework/reliability/product-guides" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/framework/reliability/product-guides" ><span class="devsite-nav-text" tooltip>Overview</span></a></li><li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> <span class="devsite-nav-text" tooltip>Compute</span> </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/architecture/framework/reliability/product-guides/compute" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/framework/reliability/product-guides/compute" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/framework/reliability/product-guides/compute" ><span class="devsite-nav-text" tooltip>Compute Engine</span></a></li><li class="devsite-nav-item"><a href="/architecture/framework/reliability/product-guides/run" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/framework/reliability/product-guides/run" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/framework/reliability/product-guides/run" ><span class="devsite-nav-text" tooltip>Cloud Run</span></a></li><li class="devsite-nav-item"><a href="/architecture/framework/reliability/product-guides/functions" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/framework/reliability/product-guides/functions" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/framework/reliability/product-guides/functions" ><span class="devsite-nav-text" tooltip>Cloud Functions</span></a></li><li class="devsite-nav-item"><a href="/architecture/framework/reliability/product-guides/kubernetes-engine" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/framework/reliability/product-guides/kubernetes-engine" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/framework/reliability/product-guides/kubernetes-engine" ><span class="devsite-nav-text" tooltip>Google Kubernetes Engine</span></a></li></ul></div></li><li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> <span class="devsite-nav-text" tooltip>Storage and Databases</span> </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/architecture/framework/reliability/product-guides/storage" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/framework/reliability/product-guides/storage" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/framework/reliability/product-guides/storage" ><span class="devsite-nav-text" tooltip>Cloud Storage</span></a></li><li class="devsite-nav-item"><a href="/architecture/framework/reliability/product-guides/firestore" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/framework/reliability/product-guides/firestore" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/framework/reliability/product-guides/firestore" ><span class="devsite-nav-text" tooltip>Firestore</span></a></li><li class="devsite-nav-item"><a href="/architecture/framework/reliability/product-guides/bigtable" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/framework/reliability/product-guides/bigtable" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/framework/reliability/product-guides/bigtable" ><span class="devsite-nav-text" tooltip>Cloud Bigtable</span></a></li><li class="devsite-nav-item"><a href="/architecture/framework/reliability/product-guides/sql" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/framework/reliability/product-guides/sql" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/framework/reliability/product-guides/sql" ><span class="devsite-nav-text" tooltip>Cloud SQL</span></a></li><li class="devsite-nav-item"><a href="/architecture/framework/reliability/product-guides/spanner" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/framework/reliability/product-guides/spanner" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/framework/reliability/product-guides/spanner" ><span class="devsite-nav-text" tooltip>Cloud Spanner</span></a></li><li class="devsite-nav-item"><a href="/architecture/framework/reliability/product-guides/filestore" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/framework/reliability/product-guides/filestore" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/framework/reliability/product-guides/filestore" ><span class="devsite-nav-text" tooltip>Filestore</span></a></li><li class="devsite-nav-item"><a href="/architecture/framework/reliability/product-guides/memorystore" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/framework/reliability/product-guides/memorystore" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/framework/reliability/product-guides/memorystore" ><span class="devsite-nav-text" tooltip>Memorystore</span></a></li></ul></div></li><li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> <span class="devsite-nav-text" tooltip>Networking</span> </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/architecture/framework/reliability/product-guides/dns" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/framework/reliability/product-guides/dns" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/framework/reliability/product-guides/dns" ><span class="devsite-nav-text" tooltip>Cloud DNS</span></a></li><li class="devsite-nav-item"><a href="/architecture/framework/reliability/product-guides/load-balancing" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/framework/reliability/product-guides/load-balancing" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/framework/reliability/product-guides/load-balancing" ><span class="devsite-nav-text" tooltip>Cloud Load Balancing</span></a></li><li class="devsite-nav-item"><a href="/architecture/framework/reliability/product-guides/cdn" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/framework/reliability/product-guides/cdn" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/framework/reliability/product-guides/cdn" ><span class="devsite-nav-text" tooltip>Cloud CDN</span></a></li></ul></div></li><li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> <span class="devsite-nav-text" tooltip>Data Analytics</span> </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/architecture/framework/reliability/product-guides/bigquery" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/framework/reliability/product-guides/bigquery" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/framework/reliability/product-guides/bigquery" ><span class="devsite-nav-text" tooltip>BigQuery</span></a></li><li class="devsite-nav-item"><a href="/architecture/framework/reliability/product-guides/dataflow" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/framework/reliability/product-guides/dataflow" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/framework/reliability/product-guides/dataflow" ><span class="devsite-nav-text" tooltip>Dataflow</span></a></li><li class="devsite-nav-item"><a href="/architecture/framework/reliability/product-guides/dataproc" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/framework/reliability/product-guides/dataproc" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/framework/reliability/product-guides/dataproc" ><span class="devsite-nav-text" tooltip>Dataproc</span></a></li></ul></div></li></ul></div></li></ul></div></li><li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> <span class="devsite-nav-text" tooltip>Cost optimization</span> </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/architecture/framework/cost-optimization" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/framework/cost-optimization" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/framework/cost-optimization" ><span class="devsite-nav-text" tooltip>Overview</span></a></li><li class="devsite-nav-item"><a href="/architecture/framework/cost-optimization/align-cloud-spending-business-value" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/framework/cost-optimization/align-cloud-spending-business-value" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/framework/cost-optimization/align-cloud-spending-business-value" ><span class="devsite-nav-text" tooltip>Align spending with business value</span></a></li><li class="devsite-nav-item"><a href="/architecture/framework/cost-optimization/foster-culture-cost-awareness" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/framework/cost-optimization/foster-culture-cost-awareness" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/framework/cost-optimization/foster-culture-cost-awareness" ><span class="devsite-nav-text" tooltip>Foster a culture of cost awareness</span></a></li><li class="devsite-nav-item"><a href="/architecture/framework/cost-optimization/optimize-resource-usage" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/framework/cost-optimization/optimize-resource-usage" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/framework/cost-optimization/optimize-resource-usage" ><span class="devsite-nav-text" tooltip>Optimize resource usage</span></a></li><li class="devsite-nav-item"><a href="/architecture/framework/cost-optimization/optimize-continuously" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/framework/cost-optimization/optimize-continuously" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/framework/cost-optimization/optimize-continuously" ><span class="devsite-nav-text" tooltip>Optimize continuously</span></a></li></ul></div></li><li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> <span class="devsite-nav-text" tooltip>Performance optimization</span> </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/architecture/framework/performance-optimization" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/framework/performance-optimization" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/framework/performance-optimization" ><span class="devsite-nav-text" tooltip>Overview</span></a></li><li class="devsite-nav-item"><a href="/architecture/framework/performance-optimization/process" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/framework/performance-optimization/process" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/framework/performance-optimization/process" ><span class="devsite-nav-text" tooltip>Performance optimization process</span></a></li><li class="devsite-nav-item"><a href="/architecture/framework/performance-optimization/monitor" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/framework/performance-optimization/monitor" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/framework/performance-optimization/monitor" ><span class="devsite-nav-text" tooltip>Monitor and analyze performance</span></a></li><li class="devsite-nav-item"><a href="/architecture/framework/performance-optimization/compute" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/framework/performance-optimization/compute" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/framework/performance-optimization/compute" ><span class="devsite-nav-text" tooltip>Optimize compute performance</span></a></li><li class="devsite-nav-item"><a href="/architecture/framework/performance-optimization/storage" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/framework/performance-optimization/storage" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/framework/performance-optimization/storage" ><span class="devsite-nav-text" tooltip>Optimize storage performance</span></a></li><li class="devsite-nav-item"><a href="/architecture/framework/performance-optimization/networking" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/framework/performance-optimization/networking" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/framework/performance-optimization/networking" ><span class="devsite-nav-text" tooltip>Optimize networking and API performance</span></a></li><li class="devsite-nav-item"><a href="/architecture/framework/performance-optimization/databases" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/framework/performance-optimization/databases" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/framework/performance-optimization/databases" ><span class="devsite-nav-text" tooltip>Optimize database performance</span></a></li><li class="devsite-nav-item"><a href="/architecture/framework/performance-optimization/analytics" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/framework/performance-optimization/analytics" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/framework/performance-optimization/analytics" ><span class="devsite-nav-text" tooltip>Optimize analytics performance</span></a></li></ul></div></li><li class="devsite-nav-item"><a href="/architecture/framework/sustainability" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/framework/sustainability" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/framework/sustainability" ><span class="devsite-nav-text" tooltip>Sustainability</span></a></li><li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> <span class="devsite-nav-text" tooltip>AI and ML perspective</span> </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/architecture/framework/perspectives/ai-ml" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/framework/perspectives/ai-ml" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/framework/perspectives/ai-ml" ><span class="devsite-nav-text" tooltip>Overview</span></a></li><li class="devsite-nav-item"><a href="/architecture/framework/perspectives/ai-ml/operational-excellence" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/framework/perspectives/ai-ml/operational-excellence" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/framework/perspectives/ai-ml/operational-excellence" ><span class="devsite-nav-text" tooltip>Operational excellence</span></a></li><li class="devsite-nav-item"><a href="/architecture/framework/perspectives/ai-ml/security" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/framework/perspectives/ai-ml/security" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/framework/perspectives/ai-ml/security" ><span class="devsite-nav-text" tooltip>Security</span></a></li><li class="devsite-nav-item"><a href="/architecture/framework/perspectives/ai-ml/reliability" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/framework/perspectives/ai-ml/reliability" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/framework/perspectives/ai-ml/reliability" ><span class="devsite-nav-text" tooltip>Reliability</span></a></li><li class="devsite-nav-item"><a href="/architecture/framework/perspectives/ai-ml/cost-optimization" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/framework/perspectives/ai-ml/cost-optimization" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/framework/perspectives/ai-ml/cost-optimization" ><span class="devsite-nav-text" tooltip>Cost optimization</span></a></li><li class="devsite-nav-item"><a href="/architecture/framework/perspectives/ai-ml/performance-optimization" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/framework/perspectives/ai-ml/performance-optimization" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/framework/perspectives/ai-ml/performance-optimization" ><span class="devsite-nav-text" tooltip>Performance optimization</span></a></li></ul></div></li><li class="devsite-nav-item"><a href="/architecture/framework/printable" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/framework/printable" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/framework/printable" ><span class="devsite-nav-text" tooltip>View in one page</span></a></li></ul></div></li><li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> <span class="devsite-nav-text" tooltip>Deployment archetypes</span> </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/architecture/deployment-archetypes" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/deployment-archetypes" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/deployment-archetypes" ><span class="devsite-nav-text" tooltip>Overview</span></a></li><li class="devsite-nav-item"><a href="/architecture/deployment-archetypes/zonal" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/deployment-archetypes/zonal" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/deployment-archetypes/zonal" ><span class="devsite-nav-text" tooltip>Zonal</span></a></li><li class="devsite-nav-item"><a href="/architecture/deployment-archetypes/regional" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/deployment-archetypes/regional" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/deployment-archetypes/regional" ><span class="devsite-nav-text" tooltip>Regional</span></a></li><li class="devsite-nav-item"><a href="/architecture/deployment-archetypes/multiregional" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/deployment-archetypes/multiregional" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/deployment-archetypes/multiregional" ><span class="devsite-nav-text" tooltip>Multi-regional</span></a></li><li class="devsite-nav-item"><a href="/architecture/deployment-archetypes/global" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/deployment-archetypes/global" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/deployment-archetypes/global" ><span class="devsite-nav-text" tooltip>Global</span></a></li><li class="devsite-nav-item"><a href="/architecture/deployment-archetypes/hybrid" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/deployment-archetypes/hybrid" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/deployment-archetypes/hybrid" ><span class="devsite-nav-text" tooltip>Hybrid</span></a></li><li class="devsite-nav-item"><a href="/architecture/deployment-archetypes/multicloud" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/deployment-archetypes/multicloud" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/deployment-archetypes/multicloud" ><span class="devsite-nav-text" tooltip>Multicloud</span></a></li><li class="devsite-nav-item"><a href="/architecture/deployment-archetypes/comparison" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/deployment-archetypes/comparison" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/deployment-archetypes/comparison" ><span class="devsite-nav-text" tooltip>Comparative analysis</span></a></li><li class="devsite-nav-item"><a href="/architecture/deployment-archetypes/whats-next" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/deployment-archetypes/whats-next" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/deployment-archetypes/whats-next" ><span class="devsite-nav-text" tooltip>What's next</span></a></li><li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> <span class="devsite-nav-text" tooltip>Reference architectures</span> </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/architecture/single-zone-deployment-compute-engine" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/single-zone-deployment-compute-engine" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/single-zone-deployment-compute-engine" ><span class="devsite-nav-text" tooltip>Single-zone deployment on Compute Engine</span></a></li><li class="devsite-nav-item"><a href="/architecture/regional-deployment-compute-engine" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/regional-deployment-compute-engine" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/regional-deployment-compute-engine" ><span class="devsite-nav-text" tooltip>Regional deployment on Compute Engine</span></a></li><li class="devsite-nav-item"><a href="/architecture/multiregional-vms" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/multiregional-vms" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/multiregional-vms" ><span class="devsite-nav-text" tooltip>Multi-regional deployment on Compute Engine</span></a></li><li class="devsite-nav-item"><a href="/architecture/global-deployment-compute-engine-spanner" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/global-deployment-compute-engine-spanner" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/global-deployment-compute-engine-spanner" ><span class="devsite-nav-text" tooltip>Global deployment on Compute Engine and Spanner</span></a></li></ul></div></li></ul></div></li><li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> <span class="devsite-nav-text" tooltip>Landing zone design</span> </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/architecture/landing-zones" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/landing-zones" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/landing-zones" ><span class="devsite-nav-text" tooltip>Landing zones overview</span></a></li><li class="devsite-nav-item"><a href="/architecture/landing-zones/decide-how-to-onboard-identities" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/landing-zones/decide-how-to-onboard-identities" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/landing-zones/decide-how-to-onboard-identities" ><span class="devsite-nav-text" tooltip>Decide identity onboarding</span></a></li><li class="devsite-nav-item"><a href="/architecture/landing-zones/decide-resource-hierarchy" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/landing-zones/decide-resource-hierarchy" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/landing-zones/decide-resource-hierarchy" ><span class="devsite-nav-text" tooltip>Decide resource hierarchy</span></a></li><li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> <span class="devsite-nav-text" tooltip>Network design</span> </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/architecture/landing-zones/decide-network-design" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/landing-zones/decide-network-design" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/landing-zones/decide-network-design" ><span class="devsite-nav-text" tooltip>Decide network design</span></a></li><li class="devsite-nav-item"><a href="/architecture/landing-zones/implement-network-design" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" 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track-metadata-eventdetail="/architecture/security-foundations/printable" ><span class="devsite-nav-text" tooltip>View in one page</span></a></li></ul></div></li></ul></div></li> <li class="devsite-nav-item devsite-nav-expandable devsite-nav-accordion"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> <span class="devsite-nav-text" tooltip>AI and machine learning</span> </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/architecture/ai-ml" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/ai-ml" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/ai-ml" ><span class="devsite-nav-text" tooltip>Content overview</span></a></li><li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> <span class="devsite-nav-text" tooltip>Generative AI</span> </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/architecture/ai-ml/generative-ai-document-summarization" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/ai-ml/generative-ai-document-summarization" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/ai-ml/generative-ai-document-summarization" ><span class="devsite-nav-text" tooltip>Generative AI document summarization</span></a></li><li class="devsite-nav-item"><a href="/architecture/ai-ml/generative-ai-rag" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/ai-ml/generative-ai-rag" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/ai-ml/generative-ai-rag" ><span class="devsite-nav-text" tooltip>Generative AI RAG with Cloud SQL</span></a></li><li class="devsite-nav-item"><a href="/architecture/ai-ml/generative-ai-knowledge-base" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/ai-ml/generative-ai-knowledge-base" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/ai-ml/generative-ai-knowledge-base" ><span class="devsite-nav-text" tooltip>Generative AI knowledge base</span></a></li><li class="devsite-nav-item"><a href="/architecture/rag-capable-gen-ai-app-using-gke" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/rag-capable-gen-ai-app-using-gke" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/rag-capable-gen-ai-app-using-gke" ><span class="devsite-nav-text" tooltip>Infrastructure for a RAG-capable generative AI application using GKE</span></a></li><li class="devsite-nav-item"><a href="/architecture/rag-capable-gen-ai-app-using-vertex-ai" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/rag-capable-gen-ai-app-using-vertex-ai" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/rag-capable-gen-ai-app-using-vertex-ai" ><span class="devsite-nav-text" tooltip>Infrastructure for a RAG-capable generative AI application using Vertex AI</span></a></li><li class="devsite-nav-item"><a href="/architecture/use-generative-ai-utilization-management" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/use-generative-ai-utilization-management" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/use-generative-ai-utilization-management" ><span class="devsite-nav-text" tooltip>Use generative AI for utilization management</span></a></li></ul></div></li><li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> <span class="devsite-nav-text" tooltip>Model training</span> </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/architecture/ml-on-gcp-best-practices" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/ml-on-gcp-best-practices" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/ml-on-gcp-best-practices" ><span class="devsite-nav-text" tooltip>Best practices for implementing machine learning on Google Cloud</span></a></li><li class="devsite-nav-item"><a href="/architecture/cross-silo-cross-device-federated-learning-google-cloud" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/cross-silo-cross-device-federated-learning-google-cloud" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/cross-silo-cross-device-federated-learning-google-cloud" ><span class="devsite-nav-text" tooltip>Cross-silo and cross-device federated learning on Google Cloud</span></a></li><li class="devsite-nav-item"><a href="/architecture/partners/model-development-data-labeling-labelbox-google-cloud" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/partners/model-development-data-labeling-labelbox-google-cloud" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/partners/model-development-data-labeling-labelbox-google-cloud" ><span class="devsite-nav-text" tooltip>Model development and data labeling with Google Cloud and Labelbox</span></a></li></ul></div></li><li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> <span class="devsite-nav-text" tooltip>MLOps</span> </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/architecture/mlops-continuous-delivery-and-automation-pipelines-in-machine-learning" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/mlops-continuous-delivery-and-automation-pipelines-in-machine-learning" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/mlops-continuous-delivery-and-automation-pipelines-in-machine-learning" ><span class="devsite-nav-text" tooltip>MLOps: Continuous delivery and automation pipelines in machine learning</span></a></li><li class="devsite-nav-item"><a href="/architecture/deploy-operate-generative-ai-applications" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/deploy-operate-generative-ai-applications" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/deploy-operate-generative-ai-applications" ><span class="devsite-nav-text" tooltip>Deploy and operate generative AI applications</span></a></li><li class="devsite-nav-item"><a href="/architecture/genai-mlops-blueprint" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/genai-mlops-blueprint" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/genai-mlops-blueprint" ><span class="devsite-nav-text" tooltip>Deploy an enterprise AI and ML model</span></a></li><li class="devsite-nav-item"><a href="/architecture/architecture-for-mlops-using-tfx-kubeflow-pipelines-and-cloud-build" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/architecture-for-mlops-using-tfx-kubeflow-pipelines-and-cloud-build" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/architecture-for-mlops-using-tfx-kubeflow-pipelines-and-cloud-build" ><span class="devsite-nav-text" tooltip>MLOps using TensorFlow Extended, Vertex AI Pipelines, and Cloud Build</span></a></li><li class="devsite-nav-item"><a href="/architecture/guidelines-for-developing-high-quality-ml-solutions" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, 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architecture</span></a></li><li class="devsite-nav-item"><a href="/architecture/building-a-vision-analytics-solution/deployment" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/building-a-vision-analytics-solution/deployment" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/building-a-vision-analytics-solution/deployment" ><span class="devsite-nav-text" tooltip>Deploy the architecture</span></a></li></ul></div></li><li class="devsite-nav-item"><a href="/architecture/ai-ml/storage-for-ai-ml" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/ai-ml/storage-for-ai-ml" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/ai-ml/storage-for-ai-ml" ><span class="devsite-nav-text" tooltip>Design storage for AI and ML workloads in Google Cloud</span></a></li><li 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aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> <span class="devsite-nav-text" tooltip>Third-party product integrations</span> </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/architecture/partners/c3-ai-architecture" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/partners/c3-ai-architecture" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/partners/c3-ai-architecture" ><span class="devsite-nav-text" tooltip>C3 AI architecture on Google Cloud</span></a></li></ul></div></li></ul></div></li> <li class="devsite-nav-item devsite-nav-expandable devsite-nav-accordion"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> <span class="devsite-nav-text" tooltip>Application development</span> </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/architecture/application-development" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/application-development" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/application-development" ><span class="devsite-nav-text" tooltip>Content overview</span></a></li><li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> <span class="devsite-nav-text" tooltip>Development approaches and styles</span> </div><ul class="devsite-nav-section"><li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div 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data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/ara-anthos-on-bare-metal" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/ara-anthos-on-bare-metal" ><span class="devsite-nav-text" tooltip>Google Distributed Cloud (software only) on bare metal</span></a></li><li class="devsite-nav-item"><a href="/architecture/best-practices-for-running-cost-effective-kubernetes-applications-on-gke" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/best-practices-for-running-cost-effective-kubernetes-applications-on-gke" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/best-practices-for-running-cost-effective-kubernetes-applications-on-gke" ><span class="devsite-nav-text" tooltip>Best practices for cost-optimized Kubernetes applications on GKE</span></a></li><li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> <span class="devsite-nav-text" tooltip>Expose service mesh applications through GKE Gateway</span> </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/architecture/exposing-service-mesh-apps-through-gke-ingress" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/exposing-service-mesh-apps-through-gke-ingress" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/exposing-service-mesh-apps-through-gke-ingress" ><span class="devsite-nav-text" tooltip>Reference architecture</span></a></li><li class="devsite-nav-item"><a href="/architecture/exposing-service-mesh-apps-through-gke-ingress/deployment" class="devsite-nav-title gc-analytics-event" 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data-label="Book nav link, pathname: /architecture/patterns-practices-identity-access-governance-google-cloud" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/patterns-practices-identity-access-governance-google-cloud" ><span class="devsite-nav-text" tooltip>Patterns and practices for identity and access governance on Google Cloud</span></a></li><li class="devsite-nav-item"><a href="/architecture/resource-management-with-servicenow" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/resource-management-with-servicenow" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/resource-management-with-servicenow" ><span class="devsite-nav-text" tooltip>Resource management with ServiceNow</span></a></li><li class="devsite-nav-item"><a href="/architecture/select-managed-container-runtime-environment" class="devsite-nav-title gc-analytics-event" 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track-metadata-eventdetail="/architecture/app-development-and-delivery-with-cloud-code-gcb-cd-and-gke" ><span class="devsite-nav-text" tooltip>Reference architecture</span></a></li><li class="devsite-nav-item"><a href="/architecture/app-development-and-delivery-with-cloud-code-gcb-cd-and-gke/deployment" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/app-development-and-delivery-with-cloud-code-gcb-cd-and-gke/deployment" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/app-development-and-delivery-with-cloud-code-gcb-cd-and-gke/deployment" ><span class="devsite-nav-text" tooltip>Deploy the architecture</span></a></li></ul></div></li><li class="devsite-nav-item"><a href="/architecture/devops" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/devops" track-type="bookNav" 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tooltip>Application architectures</span> </div><ul class="devsite-nav-section"><li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> <span class="devsite-nav-text" tooltip>Apache Guacamole on GKE and Cloud SQL</span> </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/architecture/deploy-guacamole-gke" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/deploy-guacamole-gke" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/deploy-guacamole-gke" ><span class="devsite-nav-text" tooltip>Reference architecture</span></a></li><li class="devsite-nav-item"><a href="/architecture/deploy-guacamole-gke/deployment" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/deploy-guacamole-gke/deployment" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/deploy-guacamole-gke/deployment" ><span class="devsite-nav-text" tooltip>Deploy the architecture</span></a></li></ul></div></li><li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> <span class="devsite-nav-text" tooltip>Chrome Remote Desktop on Compute Engine</span> </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/architecture/chrome-desktop-remote-on-compute-engine" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/chrome-desktop-remote-on-compute-engine" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/chrome-desktop-remote-on-compute-engine" ><span class="devsite-nav-text" tooltip>Set up for Linux</span></a></li><li class="devsite-nav-item"><a href="/architecture/chrome-desktop-remote-windows-compute-engine" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/chrome-desktop-remote-windows-compute-engine" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/chrome-desktop-remote-windows-compute-engine" ><span class="devsite-nav-text" tooltip>Set up for Windows</span></a></li></ul></div></li><li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> <span class="devsite-nav-text" tooltip>Connected device architectures on Google Cloud</span> </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/architecture/connected-devices" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/connected-devices" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/connected-devices" ><span class="devsite-nav-text" tooltip>Overview</span></a></li><li class="devsite-nav-item"><a href="/architecture/connected-devices/mqtt-broker-architecture" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/connected-devices/mqtt-broker-architecture" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/connected-devices/mqtt-broker-architecture" ><span class="devsite-nav-text" tooltip>Standalone MQTT broker</span></a></li><li class="devsite-nav-item"><a href="/architecture/connected-devices/iot-platform-product-architecture" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/connected-devices/iot-platform-product-architecture" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/connected-devices/iot-platform-product-architecture" ><span class="devsite-nav-text" tooltip>IoT platform product</span></a></li><li class="devsite-nav-item"><a href="/architecture/connected-devices/device-pubsub-architecture" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/connected-devices/device-pubsub-architecture" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/connected-devices/device-pubsub-architecture" ><span class="devsite-nav-text" tooltip>Device to Pub/Sub connection to Google Cloud</span></a></li><li class="devsite-nav-item"><a href="/architecture/connected-devices/bps-running-iot-backend-securely" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/connected-devices/bps-running-iot-backend-securely" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/connected-devices/bps-running-iot-backend-securely" ><span class="devsite-nav-text" tooltip>Best practices for running an IoT backend</span></a></li><li class="devsite-nav-item"><a href="/architecture/connected-devices/best-practices-provisioning-configuring-bare-metal" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/connected-devices/best-practices-provisioning-configuring-bare-metal" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/connected-devices/best-practices-provisioning-configuring-bare-metal" ><span class="devsite-nav-text" tooltip>Best practices for automatically provisioning and configuring edge and bare metal systems and servers</span></a></li></ul></div></li><li class="devsite-nav-item"><a href="/architecture/distributed-load-testing-using-gke" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/distributed-load-testing-using-gke" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/distributed-load-testing-using-gke" ><span class="devsite-nav-text" tooltip>Distributed load testing using Google Kubernetes Engine</span></a></li><li class="devsite-nav-item"><a href="/architecture/application-development/ecommerce-serverless" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/application-development/ecommerce-serverless" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/application-development/ecommerce-serverless" ><span class="devsite-nav-text" tooltip>Ecommerce platform with serverless computing</span></a></li><li class="devsite-nav-item"><a href="/architecture/application-development/ecommerce-microservices" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/application-development/ecommerce-microservices" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/application-development/ecommerce-microservices" ><span class="devsite-nav-text" tooltip>Ecommerce web app deployed on Kubernetes</span></a></li><li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> <span class="devsite-nav-text" tooltip>Manage and scale networking for Windows applications that run on managed Kubernetes</span> </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/architecture/manage-and-scale-windows-networking" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/manage-and-scale-windows-networking" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/manage-and-scale-windows-networking" ><span class="devsite-nav-text" tooltip>Reference architecture</span></a></li><li class="devsite-nav-item"><a href="/architecture/manage-and-scale-windows-networking/deployment" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/manage-and-scale-windows-networking/deployment" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/manage-and-scale-windows-networking/deployment" ><span class="devsite-nav-text" tooltip>Deploy the architecture</span></a></li></ul></div></li><li class="devsite-nav-item"><a href="/architecture/application-development/gke-java-spring-dynamic-webapp" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/application-development/gke-java-spring-dynamic-webapp" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/application-development/gke-java-spring-dynamic-webapp" ><span class="devsite-nav-text" tooltip>Dynamic web application with Java</span></a></li><li class="devsite-nav-item"><a href="/architecture/application-development/dynamic-app-javascript" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/application-development/dynamic-app-javascript" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/application-development/dynamic-app-javascript" ><span class="devsite-nav-text" tooltip>Dynamic web application with JavaScript</span></a></li><li class="devsite-nav-item"><a href="/architecture/application-development/dynamic-app-python" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/application-development/dynamic-app-python" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/application-development/dynamic-app-python" ><span class="devsite-nav-text" tooltip>Dynamic web application with Python and JavaScript</span></a></li><li class="devsite-nav-item"><a href="/architecture/application-development/cloud-client-api" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/application-development/cloud-client-api" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/application-development/cloud-client-api" ><span class="devsite-nav-text" tooltip>Use a Cloud SDK Client Library</span></a></li><li class="devsite-nav-item"><a href="/architecture/best-practices-for-iam-and-billing-in-higher-education" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/best-practices-for-iam-and-billing-in-higher-education" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/best-practices-for-iam-and-billing-in-higher-education" ><span class="devsite-nav-text" tooltip>Onboarding best practices for state, local, and education organizations</span></a></li><li class="devsite-nav-item"><a href="/architecture/application-development/three-tier-web-app" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/application-development/three-tier-web-app" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/application-development/three-tier-web-app" ><span class="devsite-nav-text" tooltip>Three-tier web app</span></a></li><li class="devsite-nav-item"><a href="/architecture/web-serving-overview" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/web-serving-overview" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/web-serving-overview" ><span class="devsite-nav-text" tooltip>Website hosting</span></a></li></ul></div></li></ul></div></li> <li class="devsite-nav-item devsite-nav-expandable devsite-nav-accordion"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> <span class="devsite-nav-text" tooltip>Big data and analytics</span> </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/architecture/big-data-analytics" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/big-data-analytics" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/big-data-analytics" ><span class="devsite-nav-text" tooltip>Content overview</span></a></li><li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> <span class="devsite-nav-text" tooltip>End-to-end architectures</span> </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/architecture/big-data-analytics/analytics-lakehouse" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/big-data-analytics/analytics-lakehouse" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/big-data-analytics/analytics-lakehouse" ><span class="devsite-nav-text" tooltip>Analytics lakehouse</span></a></li><li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> <span class="devsite-nav-text" tooltip>Data mesh on Google Cloud</span> </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/architecture/data-mesh" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/data-mesh" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/data-mesh" ><span class="devsite-nav-text" tooltip>Architecture and functions in a data mesh</span></a></li><li class="devsite-nav-item"><a href="/architecture/design-self-service-data-platform-data-mesh" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/design-self-service-data-platform-data-mesh" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/design-self-service-data-platform-data-mesh" ><span class="devsite-nav-text" tooltip>Design a self-service data platform for a data mesh</span></a></li><li class="devsite-nav-item"><a href="/architecture/build-data-products-data-mesh" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/build-data-products-data-mesh" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/build-data-products-data-mesh" ><span class="devsite-nav-text" tooltip>Build data products in a data mesh</span></a></li><li class="devsite-nav-item"><a href="/architecture/discover-consume-data-products-data-mesh" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/discover-consume-data-products-data-mesh" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/discover-consume-data-products-data-mesh" ><span class="devsite-nav-text" tooltip>Discover and consume data products in a data mesh</span></a></li></ul></div></li><li class="devsite-nav-item"><a href="/architecture/big-data-analytics/data-warehouse" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/big-data-analytics/data-warehouse" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/big-data-analytics/data-warehouse" ><span class="devsite-nav-text" tooltip>Data warehouse with BigQuery</span></a></li><li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> <span class="devsite-nav-text" tooltip>BigQuery backup automation</span> </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/architecture/scalable-bigquery-backup-automation" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/scalable-bigquery-backup-automation" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/scalable-bigquery-backup-automation" ><span class="devsite-nav-text" tooltip>Reference architecture</span></a></li><li class="devsite-nav-item"><a href="/architecture/scalable-bigquery-backup-automation/deployment" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/scalable-bigquery-backup-automation/deployment" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/scalable-bigquery-backup-automation/deployment" ><span class="devsite-nav-text" tooltip>Deploy the architecture</span></a></li></ul></div></li><li class="devsite-nav-item"><a href="/architecture/cicd-pipeline-for-data-processing" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/cicd-pipeline-for-data-processing" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/cicd-pipeline-for-data-processing" ><span class="devsite-nav-text" tooltip>Use a CI/CD pipeline for data-processing workflows</span></a></li></ul></div></li><li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> <span class="devsite-nav-text" tooltip>Load and process data</span> </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/architecture/partners/continuous-data-replication-bigquery-striim" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/partners/continuous-data-replication-bigquery-striim" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/partners/continuous-data-replication-bigquery-striim" ><span class="devsite-nav-text" tooltip>Continuous data replication to BigQuery using Striim</span></a></li><li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> <span class="devsite-nav-text" tooltip>Use Apache Hive on Dataproc</span> </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/architecture/using-apache-hive-on-cloud-dataproc" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/using-apache-hive-on-cloud-dataproc" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/using-apache-hive-on-cloud-dataproc" ><span class="devsite-nav-text" tooltip>Reference architecture</span></a></li><li class="devsite-nav-item"><a href="/architecture/using-apache-hive-on-cloud-dataproc/deployment" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/using-apache-hive-on-cloud-dataproc/deployment" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/using-apache-hive-on-cloud-dataproc/deployment" ><span class="devsite-nav-text" tooltip>Deploy the architecture</span></a></li></ul></div></li><li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> <span class="devsite-nav-text" tooltip>Data transformation between MongoDB and Google Cloud</span> </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/architecture/data-pipeline-mongodb-gcp" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/data-pipeline-mongodb-gcp" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/data-pipeline-mongodb-gcp" ><span class="devsite-nav-text" tooltip>Reference architecture</span></a></li><li class="devsite-nav-item"><a href="/architecture/data-pipeline-mongodb-gcp/deployment" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/data-pipeline-mongodb-gcp/deployment" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/data-pipeline-mongodb-gcp/deployment" ><span class="devsite-nav-text" tooltip>Deploy the architecture</span></a></li></ul></div></li></ul></div></li><li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> <span class="devsite-nav-text" tooltip>Analyze data</span> </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/architecture/analyzing-fhir-data-in-bigquery" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/analyzing-fhir-data-in-bigquery" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/analyzing-fhir-data-in-bigquery" ><span class="devsite-nav-text" tooltip>Analyze FHIR data in BigQuery</span></a></li><li class="devsite-nav-item"><a href="/architecture/data-science-with-r-on-gcp-eda" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/data-science-with-r-on-gcp-eda" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/data-science-with-r-on-gcp-eda" ><span class="devsite-nav-text" tooltip>Data science with R: exploratory data analysis</span></a></li><li class="devsite-nav-item"><a href="/architecture/geospatial-analytics-architecture" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/geospatial-analytics-architecture" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/geospatial-analytics-architecture" ><span class="devsite-nav-text" tooltip>Geospatial analytics</span></a></li></ul></div></li></ul></div></li> <li class="devsite-nav-item devsite-nav-expandable devsite-nav-accordion"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> <span class="devsite-nav-text" tooltip>Databases</span> </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/architecture/databases" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/databases" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/databases" ><span class="devsite-nav-text" tooltip>Content overview</span></a></li><li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> <span class="devsite-nav-text" tooltip>Database availability</span> </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/architecture/architectures-high-availability-mysql-clusters-compute-engine" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/architectures-high-availability-mysql-clusters-compute-engine" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/architectures-high-availability-mysql-clusters-compute-engine" ><span class="devsite-nav-text" tooltip>High availability of MySQL clusters on Compute Engine</span></a></li></ul></div></li><li class="devsite-nav-item"><a href="/architecture/enterprise-app-oracle-database-compute-engine" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/enterprise-app-oracle-database-compute-engine" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/enterprise-app-oracle-database-compute-engine" ><span class="devsite-nav-text" tooltip>Enterprise application with Oracle Database on Compute Engine</span></a></li><li class="devsite-nav-item"><a href="/architecture/enterprise-app-oracle-exadata-database-compute-engine" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/enterprise-app-oracle-exadata-database-compute-engine" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/enterprise-app-oracle-exadata-database-compute-engine" ><span class="devsite-nav-text" tooltip>Enterprise application on Compute Engine VMs with Oracle Exadata in Google Cloud</span></a></li><li class="devsite-nav-item"><a href="/architecture/multi-cloud-database-management" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" 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Events" data-label="Book nav link, pathname: /architecture/hybrid-multicloud-patterns/drivers" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/hybrid-multicloud-patterns/drivers" ><span class="devsite-nav-text" tooltip>Drivers, considerations, strategy, and patterns</span></a></li><li class="devsite-nav-item"><a href="/architecture/hybrid-multicloud-patterns/strategy" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/hybrid-multicloud-patterns/strategy" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/hybrid-multicloud-patterns/strategy" ><span class="devsite-nav-text" tooltip>Plan a hybrid and multicloud strategy</span></a></li><li class="devsite-nav-item"><a href="/architecture/hybrid-multicloud-patterns/adopt" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: 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tabindex="0" role="button"> <span class="devsite-nav-text" tooltip>Hybrid and multicloud architecture patterns</span> </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/architecture/hybrid-multicloud-patterns-and-practices" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/hybrid-multicloud-patterns-and-practices" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/hybrid-multicloud-patterns-and-practices" ><span class="devsite-nav-text" tooltip>Overview</span></a></li><li class="devsite-nav-item"><a href="/architecture/hybrid-multicloud-patterns-and-practices/distributed-patterns" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/hybrid-multicloud-patterns-and-practices/distributed-patterns" track-type="bookNav" track-name="click" 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href="/architecture/hybrid-multicloud-patterns-and-practices/edge-hybrid-pattern" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/hybrid-multicloud-patterns-and-practices/edge-hybrid-pattern" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/hybrid-multicloud-patterns-and-practices/edge-hybrid-pattern" ><span class="devsite-nav-text" tooltip>Edge hybrid pattern</span></a></li><li class="devsite-nav-item"><a href="/architecture/hybrid-multicloud-patterns-and-practices/environment-hybrid-pattern" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/hybrid-multicloud-patterns-and-practices/environment-hybrid-pattern" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/hybrid-multicloud-patterns-and-practices/environment-hybrid-pattern" ><span class="devsite-nav-text" tooltip>Environment hybrid pattern</span></a></li><li class="devsite-nav-item"><a href="/architecture/hybrid-multicloud-patterns-and-practices/business-continuity-patterns" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/hybrid-multicloud-patterns-and-practices/business-continuity-patterns" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/hybrid-multicloud-patterns-and-practices/business-continuity-patterns" ><span class="devsite-nav-text" tooltip>Business continuity hybrid and multicloud patterns</span></a></li><li class="devsite-nav-item"><a href="/architecture/hybrid-multicloud-patterns-and-practices/cloud-bursting-pattern" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/hybrid-multicloud-patterns-and-practices/cloud-bursting-pattern" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/hybrid-multicloud-patterns-and-practices/cloud-bursting-pattern" ><span class="devsite-nav-text" tooltip>Cloud bursting pattern</span></a></li><li class="devsite-nav-item"><a href="/architecture/hybrid-multicloud-patterns-and-practices/whats-next" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/hybrid-multicloud-patterns-and-practices/whats-next" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/hybrid-multicloud-patterns-and-practices/whats-next" ><span class="devsite-nav-text" tooltip>What's next</span></a></li><li class="devsite-nav-item devsite-nav-break"></li><li class="devsite-nav-item"><a href="/architecture/hybrid-multicloud-patterns-and-practices/one-page-view" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/hybrid-multicloud-patterns-and-practices/one-page-view" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/hybrid-multicloud-patterns-and-practices/one-page-view" ><span class="devsite-nav-text" tooltip>View the guide as a single page</span></a></li></ul></div></li><li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> <span class="devsite-nav-text" tooltip>Hybrid and multicloud secure networking architecture patterns</span> </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/architecture/hybrid-multicloud-secure-networking-patterns" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/hybrid-multicloud-secure-networking-patterns" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/hybrid-multicloud-secure-networking-patterns" ><span class="devsite-nav-text" tooltip>Overview</span></a></li><li class="devsite-nav-item"><a href="/architecture/hybrid-multicloud-secure-networking-patterns/design-considerations" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/hybrid-multicloud-secure-networking-patterns/design-considerations" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/hybrid-multicloud-secure-networking-patterns/design-considerations" ><span class="devsite-nav-text" tooltip>Design considerations</span></a></li><li class="devsite-nav-item"><a href="/architecture/hybrid-multicloud-secure-networking-patterns/architecture-patterns" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: 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class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/hybrid-multicloud-secure-networking-patterns/gated-egress" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/hybrid-multicloud-secure-networking-patterns/gated-egress" ><span class="devsite-nav-text" tooltip>Gated egress</span></a></li><li class="devsite-nav-item"><a href="/architecture/hybrid-multicloud-secure-networking-patterns/gated-ingress" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/hybrid-multicloud-secure-networking-patterns/gated-ingress" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/hybrid-multicloud-secure-networking-patterns/gated-ingress" ><span class="devsite-nav-text" tooltip>Gated ingress</span></a></li><li class="devsite-nav-item"><a 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class="devsite-nav-text" tooltip>Handover pattern</span></a></li><li class="devsite-nav-item"><a href="/architecture/hybrid-multicloud-secure-networking-patterns/general-best-practices" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/hybrid-multicloud-secure-networking-patterns/general-best-practices" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/hybrid-multicloud-secure-networking-patterns/general-best-practices" ><span class="devsite-nav-text" tooltip>General best practices</span></a></li><li class="devsite-nav-item"><a href="/architecture/hybrid-multicloud-secure-networking-patterns/whats-next" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/hybrid-multicloud-secure-networking-patterns/whats-next" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/hybrid-multicloud-secure-networking-patterns/whats-next" ><span class="devsite-nav-text" tooltip>What's next</span></a></li><li class="devsite-nav-item devsite-nav-break"></li><li class="devsite-nav-item"><a href="/architecture/hybrid-multicloud-secure-networking-patterns/one-page-view" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/hybrid-multicloud-secure-networking-patterns/one-page-view" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/hybrid-multicloud-secure-networking-patterns/one-page-view" ><span class="devsite-nav-text" tooltip>View the guide as a single page</span></a></li></ul></div></li><li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> <span class="devsite-nav-text" tooltip>Cross-Cloud Network design for distributed applications</span> </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/architecture/ccn-distributed-apps-design" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/ccn-distributed-apps-design" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/ccn-distributed-apps-design" ><span class="devsite-nav-text" tooltip>Overview</span></a></li><li class="devsite-nav-item"><a href="/architecture/ccn-distributed-apps-design/connectivity" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/ccn-distributed-apps-design/connectivity" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/ccn-distributed-apps-design/connectivity" ><span class="devsite-nav-text" tooltip>Connectivity</span></a></li><li class="devsite-nav-item"><a href="/architecture/ccn-distributed-apps-design/service-networking" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/ccn-distributed-apps-design/service-networking" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/ccn-distributed-apps-design/service-networking" ><span class="devsite-nav-text" tooltip>Service networking</span></a></li><li class="devsite-nav-item"><a href="/architecture/ccn-distributed-apps-design/security" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/ccn-distributed-apps-design/security" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/ccn-distributed-apps-design/security" ><span class="devsite-nav-text" tooltip>Network security</span></a></li><li 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track-name="click" track-metadata-eventdetail="/architecture/patterns-for-connecting-other-csps-with-gcp" ><span class="devsite-nav-text" tooltip>Patterns for connecting other cloud service providers with Google Cloud</span></a></li></ul></div></li><li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> <span class="devsite-nav-text" tooltip>Identity and access management</span> </div><ul class="devsite-nav-section"><li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> <span class="devsite-nav-text" tooltip>Authenticate workforce users in a hybrid environment</span> </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a 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tooltip>Implementation patterns</span></a></li></ul></div></li><li class="devsite-nav-item"><a href="/architecture/configuring-active-directory-for-vms-to-automatically-join-the-domain" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/configuring-active-directory-for-vms-to-automatically-join-the-domain" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/configuring-active-directory-for-vms-to-automatically-join-the-domain" ><span class="devsite-nav-text" tooltip>Configure Active Directory for VMs to automatically join a domain</span></a></li><li class="devsite-nav-item"><a href="/architecture/deploy-an-active-directory-forest-on-compute-engine" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/deploy-an-active-directory-forest-on-compute-engine" track-type="bookNav" track-name="click" 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role="button"> <span class="devsite-nav-text" tooltip>Third-party product integrations</span> </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/architecture/vpc-to-oracle-through-equinix" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/vpc-to-oracle-through-equinix" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/vpc-to-oracle-through-equinix" ><span class="devsite-nav-text" tooltip>Connect Google VPCs to Oracle Cloud Infrastructure using Equinix</span></a></li><li class="devsite-nav-item"><a href="/architecture/partners/using-cohesity-with-cloud-storage-for-enterprise-hybrid-data-protection" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/partners/using-cohesity-with-cloud-storage-for-enterprise-hybrid-data-protection" track-type="bookNav" 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track-name="click" track-metadata-eventdetail="/architecture/migrate-amazon-eks-to-gke" ><span class="devsite-nav-text" tooltip>Migrate Amazon EKS to GKE</span></a></li><li class="devsite-nav-item"><a href="/architecture/migrate-aws-rds-to-sql-mysql" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/migrate-aws-rds-to-sql-mysql" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/migrate-aws-rds-to-sql-mysql" ><span class="devsite-nav-text" tooltip>Migrate from Amazon RDS and Amazon Aurora for MySQL to Cloud SQL for MySQL</span></a></li><li class="devsite-nav-item"><a href="/architecture/migrate-aws-rds-aurora-to-postgresql" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/migrate-aws-rds-aurora-to-postgresql" track-type="bookNav" track-name="click" 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migration</span> </div><ul class="devsite-nav-section"><li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> <span class="devsite-nav-text" tooltip>Migrate containers to Google Cloud</span> </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/architecture/migrating-containers-kubernetes-gke" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/migrating-containers-kubernetes-gke" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/migrating-containers-kubernetes-gke" ><span class="devsite-nav-text" tooltip>Migrate from Kubernetes to GKE</span></a></li></ul></div></li><li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a 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track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/migrate-across-regions/design-resilient-single-region-environments" ><span class="devsite-nav-text" tooltip>Design resilient single-region environments on Google Cloud</span></a></li><li class="devsite-nav-item"><a href="/architecture/migrate-across-regions/architect-workloads" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/migrate-across-regions/architect-workloads" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/migrate-across-regions/architect-workloads" ><span class="devsite-nav-text" tooltip>Architect your workloads</span></a></li><li class="devsite-nav-item"><a href="/architecture/migrate-across-regions/prepare-data-and-batch-workloads" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: 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and run a database migration process</span></a></li></ul></div></li><li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> <span class="devsite-nav-text" tooltip>Migrating on-premises Hadoop to Google Cloud</span> </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/architecture/hadoop" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/hadoop" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/hadoop" ><span class="devsite-nav-text" tooltip>Overview</span></a></li><li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> <span class="devsite-nav-text" tooltip>Data</span> </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/architecture/hadoop/hadoop-gcp-migration-data" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/hadoop/hadoop-gcp-migration-data" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/hadoop/hadoop-gcp-migration-data" ><span class="devsite-nav-text" tooltip>Overview</span></a></li><li class="devsite-nav-item"><a href="/architecture/hadoop/validating-data-transfers" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/hadoop/validating-data-transfers" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/hadoop/validating-data-transfers" ><span class="devsite-nav-text" tooltip>Validating data transfers</span></a></li></ul></div></li><li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> <span class="devsite-nav-text" tooltip>Jobs</span> </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/architecture/hadoop/hadoop-gcp-migration-jobs" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/hadoop/hadoop-gcp-migration-jobs" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/hadoop/hadoop-gcp-migration-jobs" ><span class="devsite-nav-text" tooltip>Migrating Hadoop Jobs from On-Premises to Google Cloud Platform</span></a></li><li class="devsite-nav-item"><a href="/architecture/hadoop/migrating-apache-spark-jobs-to-cloud-dataproc" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/hadoop/migrating-apache-spark-jobs-to-cloud-dataproc" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/hadoop/migrating-apache-spark-jobs-to-cloud-dataproc" ><span class="devsite-nav-text" tooltip>Migrating Apache Spark Jobs to Cloud Dataproc</span></a></li></ul></div></li><li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> <span class="devsite-nav-text" tooltip>Security</span> </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/architecture/hadoop/hadoop-migration-security-guide" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/hadoop/hadoop-migration-security-guide" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/hadoop/hadoop-migration-security-guide" ><span class="devsite-nav-text" tooltip>Security Guide</span></a></li><li class="devsite-nav-item"><a href="/architecture/hadoop/architecture-for-connecting-visualization-software-to-hadoop-on-google-cloud" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/hadoop/architecture-for-connecting-visualization-software-to-hadoop-on-google-cloud" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/hadoop/architecture-for-connecting-visualization-software-to-hadoop-on-google-cloud" ><span class="devsite-nav-text" tooltip>Architecture for connecting visualization software to Hadoop on Google Cloud</span></a></li><li class="devsite-nav-item"><a href="/architecture/hadoop/connecting-visualization-software-to-hadoop-on-google-cloud" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/hadoop/connecting-visualization-software-to-hadoop-on-google-cloud" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/hadoop/connecting-visualization-software-to-hadoop-on-google-cloud" ><span class="devsite-nav-text" tooltip>Connecting visualization software to Hadoop on Google Cloud</span></a></li><li class="devsite-nav-item"><a href="/architecture/hadoop/kerberized-data-lake-dataproc" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/hadoop/kerberized-data-lake-dataproc" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/hadoop/kerberized-data-lake-dataproc" ><span class="devsite-nav-text" tooltip>Kerberized data lake on Dataproc</span></a></li></ul></div></li></ul></div></li><li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> <span class="devsite-nav-text" tooltip>Networks for migrating enterprise workloads</span> </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/architecture/network-architecture" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/network-architecture" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/network-architecture" ><span class="devsite-nav-text" tooltip>Architectural approaches</span></a></li><li class="devsite-nav-item"><a href="/architecture/network-secure-intra-cloud-access" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/network-secure-intra-cloud-access" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/network-secure-intra-cloud-access" ><span class="devsite-nav-text" tooltip>Networking for secure intra-cloud access</span></a></li><li class="devsite-nav-item"><a href="/architecture/network-application-delivery" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/network-application-delivery" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/network-application-delivery" ><span class="devsite-nav-text" tooltip>Networking for internet-facing application delivery</span></a></li><li class="devsite-nav-item"><a href="/architecture/network-hybrid-multicloud" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/network-hybrid-multicloud" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/network-hybrid-multicloud" ><span class="devsite-nav-text" tooltip>Networking for hybrid and multicloud workloads</span></a></li></ul></div></li><li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> <span class="devsite-nav-text" tooltip>Use RIOT Live Migration to migrate to Redis Enterprise Cloud</span> </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/architecture/riot-live-migration-redis-enterprise-cloud" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/riot-live-migration-redis-enterprise-cloud" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/riot-live-migration-redis-enterprise-cloud" ><span class="devsite-nav-text" tooltip>Reference architecture</span></a></li><li class="devsite-nav-item"><a href="/architecture/riot-live-migration-redis-enterprise-cloud/deployment" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/riot-live-migration-redis-enterprise-cloud/deployment" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/riot-live-migration-redis-enterprise-cloud/deployment" ><span class="devsite-nav-text" tooltip>Deploy the architecture</span></a></li><li class="devsite-nav-item"><a href="/architecture/riot-live-migration-redis-enterprise-cloud/assessment" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/riot-live-migration-redis-enterprise-cloud/assessment" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/riot-live-migration-redis-enterprise-cloud/assessment" ><span class="devsite-nav-text" tooltip>Define migration scope</span></a></li></ul></div></li></ul></div></li></ul></div></li> <li class="devsite-nav-item devsite-nav-expandable devsite-nav-accordion"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> <span class="devsite-nav-text" tooltip>Monitoring and logging</span> </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/architecture/monitoring" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/monitoring" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/monitoring" ><span class="devsite-nav-text" tooltip>Content overview</span></a></li><li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> <span class="devsite-nav-text" tooltip>Export logs and metrics</span> </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/architecture/monitoring-metric-export" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/monitoring-metric-export" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/monitoring-metric-export" ><span class="devsite-nav-text" tooltip>Cloud Monitoring metric export</span></a></li><li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> <span class="devsite-nav-text" tooltip>Import logs from Cloud Storage to Cloud Logging</span> </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/architecture/import-logs-from-storage-to-logging" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/import-logs-from-storage-to-logging" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/import-logs-from-storage-to-logging" ><span class="devsite-nav-text" tooltip>Reference architecture</span></a></li><li class="devsite-nav-item"><a href="/architecture/import-logs-from-storage-to-logging/deployment" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/import-logs-from-storage-to-logging/deployment" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/import-logs-from-storage-to-logging/deployment" ><span class="devsite-nav-text" tooltip>Deploy the architecture</span></a></li></ul></div></li><li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> <span class="devsite-nav-text" tooltip>Stream logs from Google Cloud to Splunk</span> </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/architecture/stream-logs-from-google-cloud-to-splunk" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/stream-logs-from-google-cloud-to-splunk" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/stream-logs-from-google-cloud-to-splunk" ><span class="devsite-nav-text" tooltip>Reference architecture</span></a></li><li class="devsite-nav-item"><a href="/architecture/stream-logs-from-google-cloud-to-splunk/deployment" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/stream-logs-from-google-cloud-to-splunk/deployment" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/stream-logs-from-google-cloud-to-splunk/deployment" ><span class="devsite-nav-text" tooltip>Deploy the architecture</span></a></li></ul></div></li></ul></div></li><li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> <span class="devsite-nav-text" tooltip>Hybrid and multicloud monitoring</span> </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/architecture/hybrid-and-multi-cloud-monitoring-and-logging-patterns" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/hybrid-and-multi-cloud-monitoring-and-logging-patterns" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/hybrid-and-multi-cloud-monitoring-and-logging-patterns" ><span class="devsite-nav-text" tooltip>Hybrid and multicloud monitoring and logging patterns</span></a></li><li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> <span class="devsite-nav-text" tooltip>Log and monitor on-premises resources with BindPlane</span> </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/architecture/logging-and-monitoring-on-premises-resources-with-bindplane" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/logging-and-monitoring-on-premises-resources-with-bindplane" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/logging-and-monitoring-on-premises-resources-with-bindplane" ><span class="devsite-nav-text" tooltip>Overview</span></a></li><li class="devsite-nav-item"><a href="/architecture/logging-on-premises-resources-with-bindplane" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/logging-on-premises-resources-with-bindplane" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/logging-on-premises-resources-with-bindplane" ><span class="devsite-nav-text" tooltip>Log on-premises resources</span></a></li><li class="devsite-nav-item"><a href="/architecture/monitoring-on-premises-resources-with-bindplane" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/monitoring-on-premises-resources-with-bindplane" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/monitoring-on-premises-resources-with-bindplane" ><span class="devsite-nav-text" tooltip>Monitor on-premises resources</span></a></li></ul></div></li></ul></div></li><li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> <span class="devsite-nav-text" tooltip>Performance monitoring</span> </div><ul class="devsite-nav-section"><li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> <span class="devsite-nav-text" tooltip>Use distributed tracing to observe microservice latency</span> </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/architecture/use-distributed-tracing-to-observe-microservice-latency-with-opentelemetry-and-cloud-trace" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/use-distributed-tracing-to-observe-microservice-latency-with-opentelemetry-and-cloud-trace" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/use-distributed-tracing-to-observe-microservice-latency-with-opentelemetry-and-cloud-trace" ><span class="devsite-nav-text" tooltip>Reference architecture</span></a></li><li class="devsite-nav-item"><a href="/architecture/use-distributed-tracing-to-observe-microservice-latency-with-opentelemetry-and-cloud-trace/deployment" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/use-distributed-tracing-to-observe-microservice-latency-with-opentelemetry-and-cloud-trace/deployment" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/use-distributed-tracing-to-observe-microservice-latency-with-opentelemetry-and-cloud-trace/deployment" ><span class="devsite-nav-text" tooltip>Deploy the architecture</span></a></li></ul></div></li></ul></div></li></ul></div></li> <li class="devsite-nav-item devsite-nav-expandable devsite-nav-accordion"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> <span class="devsite-nav-text" tooltip>Networking</span> </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/architecture/networking" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/networking" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/networking" ><span class="devsite-nav-text" tooltip>Content overview</span></a></li><li class="devsite-nav-item"><a href="/architecture/best-practices-vpc-design" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/best-practices-vpc-design" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/best-practices-vpc-design" ><span class="devsite-nav-text" tooltip>Best practices and reference architectures for VPC design</span></a></li><li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> <span class="devsite-nav-text" tooltip>Connect</span> </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/architecture/deploy-hub-spoke-vpc-network-topology" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/deploy-hub-spoke-vpc-network-topology" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/deploy-hub-spoke-vpc-network-topology" ><span class="devsite-nav-text" tooltip>Hub-and-spoke network architecture</span></a></li><li class="devsite-nav-item"><a href="/architecture/patterns-for-connecting-other-csps-with-gcp" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/patterns-for-connecting-other-csps-with-gcp" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/patterns-for-connecting-other-csps-with-gcp" ><span class="devsite-nav-text" tooltip>Patterns for connecting other cloud service providers with Google Cloud</span></a></li><li class="devsite-nav-item"><a href="/architecture/building-internet-connectivity-for-private-vms" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/building-internet-connectivity-for-private-vms" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/building-internet-connectivity-for-private-vms" ><span class="devsite-nav-text" tooltip>Building internet connectivity for private VMs</span></a></li></ul></div></li><li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> <span class="devsite-nav-text" tooltip>Secure</span> </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/architecture/partners/use-terraform-to-deploy-a-fortigate-ngfw" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/partners/use-terraform-to-deploy-a-fortigate-ngfw" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/partners/use-terraform-to-deploy-a-fortigate-ngfw" ><span class="devsite-nav-text" tooltip>Deploy FortiGate-VM Next Generation Firewall using Terraform</span></a></li><li class="devsite-nav-item"><a href="/architecture/partners/fortigate-architecture-in-cloud" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/partners/fortigate-architecture-in-cloud" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/partners/fortigate-architecture-in-cloud" ><span class="devsite-nav-text" tooltip>Fortigate architecture in Google Cloud</span></a></li><li class="devsite-nav-item"><a href="/architecture/partners/palo-alto-networks-ngfw" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/partners/palo-alto-networks-ngfw" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/partners/palo-alto-networks-ngfw" ><span class="devsite-nav-text" tooltip>Secure virtual private cloud networks with the Palo Alto VM-Series NGFW</span></a></li><li class="devsite-nav-item"><a href="/architecture/gcve-advanced-network-security" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/gcve-advanced-network-security" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/gcve-advanced-network-security" ><span class="devsite-nav-text" tooltip>VMware Engine network security using centralized appliances</span></a></li><li class="devsite-nav-item"><a href="/architecture/network-controls-limit-access-individually-approved-apis" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/network-controls-limit-access-individually-approved-apis" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/network-controls-limit-access-individually-approved-apis" ><span class="devsite-nav-text" tooltip>Controls to restrict access to individually approved APIs</span></a></li></ul></div></li><li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> <span class="devsite-nav-text" tooltip>Observe</span> </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/architecture/deploy-network-telemetry-blueprint" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/deploy-network-telemetry-blueprint" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/deploy-network-telemetry-blueprint" ><span class="devsite-nav-text" tooltip>Deploy network monitoring and telemetry capabilities in Google Cloud</span></a></li></ul></div></li></ul></div></li> <li class="devsite-nav-item devsite-nav-expandable devsite-nav-accordion"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> <span class="devsite-nav-text" tooltip>Reliability and disaster recovery</span> </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/architecture/reliability" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/reliability" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/reliability" ><span class="devsite-nav-text" tooltip>Content overview</span></a></li><li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> <span class="devsite-nav-text" tooltip>Infrastructure reliability guide</span> </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/architecture/infra-reliability-guide" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/infra-reliability-guide" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/infra-reliability-guide" ><span class="devsite-nav-text" tooltip>Overview of reliability</span></a></li><li class="devsite-nav-item"><a href="/architecture/infra-reliability-guide/building-blocks" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/infra-reliability-guide/building-blocks" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/infra-reliability-guide/building-blocks" ><span class="devsite-nav-text" tooltip>Building blocks of reliability</span></a></li><li class="devsite-nav-item"><a href="/architecture/infra-reliability-guide/requirements" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/infra-reliability-guide/requirements" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/infra-reliability-guide/requirements" ><span class="devsite-nav-text" tooltip>Assess reliability requirements</span></a></li><li class="devsite-nav-item"><a href="/architecture/infra-reliability-guide/design" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/infra-reliability-guide/design" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/infra-reliability-guide/design" ><span class="devsite-nav-text" tooltip>Design reliable infrastructure</span></a></li><li class="devsite-nav-item"><a href="/architecture/infra-reliability-guide/traffic-load" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/infra-reliability-guide/traffic-load" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/infra-reliability-guide/traffic-load" ><span class="devsite-nav-text" tooltip>Manage traffic and load</span></a></li><li class="devsite-nav-item"><a href="/architecture/infra-reliability-guide/manage-and-monitor" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/infra-reliability-guide/manage-and-monitor" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/infra-reliability-guide/manage-and-monitor" ><span class="devsite-nav-text" tooltip>Manage and monitor infrastructure</span></a></li><li class="devsite-nav-item"><a href="/architecture/infra-reliability-guide/whats-next" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/infra-reliability-guide/whats-next" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/infra-reliability-guide/whats-next" ><span class="devsite-nav-text" tooltip>What's next</span></a></li></ul></div></li><li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> <span class="devsite-nav-text" tooltip>Disaster recovery planning guide</span> </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/architecture/dr-scenarios-planning-guide" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/dr-scenarios-planning-guide" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/dr-scenarios-planning-guide" ><span class="devsite-nav-text" tooltip>Overview</span></a></li><li class="devsite-nav-item"><a href="/architecture/dr-scenarios-building-blocks" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/dr-scenarios-building-blocks" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/dr-scenarios-building-blocks" ><span class="devsite-nav-text" tooltip>Building blocks</span></a></li><li class="devsite-nav-item"><a href="/architecture/dr-scenarios-for-data" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/dr-scenarios-for-data" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/dr-scenarios-for-data" ><span class="devsite-nav-text" tooltip>Scenarios for data</span></a></li><li class="devsite-nav-item"><a href="/architecture/dr-scenarios-for-applications" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/dr-scenarios-for-applications" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/dr-scenarios-for-applications" ><span class="devsite-nav-text" tooltip>Scenarios for applications</span></a></li><li class="devsite-nav-item"><a href="/architecture/architecting-disaster-recovery-for-locality-restricted-workloads" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/architecting-disaster-recovery-for-locality-restricted-workloads" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/architecting-disaster-recovery-for-locality-restricted-workloads" ><span class="devsite-nav-text" tooltip>Architecting for locality-restricted workloads</span></a></li><li class="devsite-nav-item"><a href="/architecture/dr-scenarios-locality-restricted-data-analytics" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/dr-scenarios-locality-restricted-data-analytics" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/dr-scenarios-locality-restricted-data-analytics" ><span class="devsite-nav-text" tooltip>Use cases: locality-restricted data analytics applications</span></a></li><li class="devsite-nav-item"><a href="/architecture/disaster-recovery" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/disaster-recovery" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/disaster-recovery" ><span class="devsite-nav-text" tooltip>Architecting for cloud infrastructure outages</span></a></li></ul></div></li><li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> <span class="devsite-nav-text" tooltip>Application availability</span> </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/architecture/reliability/load-balanced-vms" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/reliability/load-balanced-vms" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/reliability/load-balanced-vms" ><span class="devsite-nav-text" tooltip>Load balanced managed VMs</span></a></li><li class="devsite-nav-item"><a href="/architecture/patterns-for-floating-ip-addresses-in-compute-engine" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/patterns-for-floating-ip-addresses-in-compute-engine" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/patterns-for-floating-ip-addresses-in-compute-engine" ><span class="devsite-nav-text" tooltip>Patterns for using floating IP addresses in Compute Engine</span></a></li></ul></div></li><li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> <span class="devsite-nav-text" tooltip>Data availability</span> </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/architecture/partners/continuous-data-replication-cloud-spanner-striim" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/partners/continuous-data-replication-cloud-spanner-striim" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/partners/continuous-data-replication-cloud-spanner-striim" ><span class="devsite-nav-text" tooltip>Continuous data replication to Cloud Spanner using Striim</span></a></li><li class="devsite-nav-item"><a href="/architecture/partners/google-workspace-backup-with-afi-ai" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/partners/google-workspace-backup-with-afi-ai" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/partners/google-workspace-backup-with-afi-ai" ><span class="devsite-nav-text" tooltip>Google Workspace Backup with Afi.ai</span></a></li><li class="devsite-nav-item"><a href="/architecture/architectures-high-availability-postgresql-clusters-compute-engine" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/architectures-high-availability-postgresql-clusters-compute-engine" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/architectures-high-availability-postgresql-clusters-compute-engine" ><span class="devsite-nav-text" tooltip>High availability of PostgreSQL clusters on Compute Engine</span></a></li></ul></div></li><li class="devsite-nav-item"><a href="/architecture/business-continuity-with-cicd-on-google-cloud" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/business-continuity-with-cicd-on-google-cloud" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/business-continuity-with-cicd-on-google-cloud" ><span class="devsite-nav-text" tooltip>Business continuity with CI/CD on Google Cloud</span></a></li></ul></div></li> <li class="devsite-nav-item devsite-nav-expandable devsite-nav-accordion"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> <span class="devsite-nav-text" tooltip>Security and IAM</span> </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/architecture/security-iam" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/security-iam" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/security-iam" ><span class="devsite-nav-text" tooltip>Content overview</span></a></li><li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> <span class="devsite-nav-text" tooltip>Identity and access management overview</span> </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/architecture/identity" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/identity" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/identity" ><span class="devsite-nav-text" tooltip>Overview</span></a></li><li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> <span class="devsite-nav-text" tooltip>Concepts</span> </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/architecture/identity/overview-google-authentication" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/identity/overview-google-authentication" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/identity/overview-google-authentication" ><span class="devsite-nav-text" tooltip>Overview of Google identity management</span></a></li><li class="devsite-nav-item"><a href="/architecture/identity/reference-architectures" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/identity/reference-architectures" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/identity/reference-architectures" ><span class="devsite-nav-text" tooltip>Reference architectures</span></a></li><li class="devsite-nav-item"><a href="/architecture/identity/single-sign-on" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/identity/single-sign-on" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/identity/single-sign-on" ><span class="devsite-nav-text" tooltip>Single sign-on</span></a></li></ul></div></li><li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> <span class="devsite-nav-text" tooltip>Best practices</span> </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/architecture/identity/best-practices-for-planning" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/identity/best-practices-for-planning" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/identity/best-practices-for-planning" ><span class="devsite-nav-text" tooltip>Best practices for planning accounts and organizations</span></a></li><li class="devsite-nav-item"><a href="/architecture/identity/best-practices-for-federating" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/identity/best-practices-for-federating" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/identity/best-practices-for-federating" ><span class="devsite-nav-text" tooltip>Best practices for federating Google Cloud with an external identity provider</span></a></li></ul></div></li><li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> <span class="devsite-nav-text" tooltip>Assess and plan</span> </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/architecture/identity/overview-assess-and-plan" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/identity/overview-assess-and-plan" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/identity/overview-assess-and-plan" ><span class="devsite-nav-text" tooltip>Plan the onboarding process</span></a></li><li class="devsite-nav-item"><a href="/architecture/identity/federating-gcp-with-active-directory-introduction" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/identity/federating-gcp-with-active-directory-introduction" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/identity/federating-gcp-with-active-directory-introduction" ><span class="devsite-nav-text" tooltip>Federate with Active Directory</span></a></li><li class="devsite-nav-item"><a href="/architecture/identity/federating-gcp-with-azure-active-directory" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/identity/federating-gcp-with-azure-active-directory" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/identity/federating-gcp-with-azure-active-directory" ><span class="devsite-nav-text" tooltip>Federate with Microsoft Entra ID</span></a></li><li class="devsite-nav-item"><a href="/architecture/identity/assessing-existing-user-accounts" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/identity/assessing-existing-user-accounts" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/identity/assessing-existing-user-accounts" ><span class="devsite-nav-text" tooltip>Assess existing user accounts</span></a></li><li class="devsite-nav-item"><a href="/architecture/identity/assessing-onboarding-plans" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/identity/assessing-onboarding-plans" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/identity/assessing-onboarding-plans" ><span class="devsite-nav-text" tooltip>Assess onboarding plans</span></a></li><li class="devsite-nav-item"><a href="/architecture/identity/assessing-consolidation-impact-on-federation" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/identity/assessing-consolidation-impact-on-federation" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/identity/assessing-consolidation-impact-on-federation" ><span class="devsite-nav-text" tooltip>Assess the impact of user account consolidation on federation</span></a></li></ul></div></li><li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> <span class="devsite-nav-text" tooltip>Deploy</span> </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/architecture/identity/preparing-your-g-suite-or-cloud-identity-account" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/identity/preparing-your-g-suite-or-cloud-identity-account" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/identity/preparing-your-g-suite-or-cloud-identity-account" ><span class="devsite-nav-text" tooltip>Prepare your Google Workspace or Cloud Identity account</span></a></li><li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> <span class="devsite-nav-text" tooltip>Set up federation</span> </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/architecture/identity/federating-gcp-with-azure-ad-configuring-provisioning-and-single-sign-on" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/identity/federating-gcp-with-azure-ad-configuring-provisioning-and-single-sign-on" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/identity/federating-gcp-with-azure-ad-configuring-provisioning-and-single-sign-on" ><span class="devsite-nav-text" tooltip>Microsoft Entra ID user provisioning and single sign-on</span></a></li><li class="devsite-nav-item"><a href="/architecture/identity/azure-ad-b2b-user-provisioning-and-sso" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/identity/azure-ad-b2b-user-provisioning-and-sso" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/identity/azure-ad-b2b-user-provisioning-and-sso" ><span class="devsite-nav-text" tooltip>Microsoft Entra ID B2B user provisioning and single sign-on</span></a></li><li class="devsite-nav-item"><a href="/architecture/identity/integrating-google-services-and-apps-with-azure-ad-portal" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/identity/integrating-google-services-and-apps-with-azure-ad-portal" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/identity/integrating-google-services-and-apps-with-azure-ad-portal" ><span class="devsite-nav-text" tooltip>Microsoft Entra ID My Apps portal integration</span></a></li><li class="devsite-nav-item"><a href="/architecture/identity/federating-gcp-with-active-directory-synchronizing-user-accounts" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/identity/federating-gcp-with-active-directory-synchronizing-user-accounts" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/identity/federating-gcp-with-active-directory-synchronizing-user-accounts" ><span class="devsite-nav-text" tooltip>Active Directory user account provisioning</span></a></li><li class="devsite-nav-item"><a href="/architecture/identity/federating-gcp-with-active-directory-configuring-single-sign-on" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/identity/federating-gcp-with-active-directory-configuring-single-sign-on" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/identity/federating-gcp-with-active-directory-configuring-single-sign-on" ><span class="devsite-nav-text" tooltip>Active Directory single sign-on</span></a></li><li class="devsite-nav-item"><a href="/architecture/identity/keycloak-single-sign-on" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/identity/keycloak-single-sign-on" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/identity/keycloak-single-sign-on" ><span class="devsite-nav-text" tooltip>Keycloak single sign-on</span></a></li><li class="devsite-nav-item"><a href="/architecture/identity/okta-provisioning-and-single-sign-on" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/identity/okta-provisioning-and-single-sign-on" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/identity/okta-provisioning-and-single-sign-on" ><span class="devsite-nav-text" tooltip>Okta user provisioning and single sign-on</span></a></li></ul></div></li><li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> <span class="devsite-nav-text" tooltip>Consolidate accounts</span> </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/architecture/identity/overview-consolidating-accounts" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/identity/overview-consolidating-accounts" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/identity/overview-consolidating-accounts" ><span class="devsite-nav-text" tooltip>Overview</span></a></li><li class="devsite-nav-item"><a href="/architecture/identity/migrating-consumer-accounts" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/identity/migrating-consumer-accounts" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/identity/migrating-consumer-accounts" ><span class="devsite-nav-text" tooltip>Migrate consumer accounts</span></a></li><li class="devsite-nav-item"><a href="/architecture/identity/evicting-consumer-accounts" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/identity/evicting-consumer-accounts" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/identity/evicting-consumer-accounts" ><span class="devsite-nav-text" tooltip>Evict unwanted consumer accounts</span></a></li><li class="devsite-nav-item"><a href="/architecture/identity/sanitizing-gmail-accounts" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/identity/sanitizing-gmail-accounts" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/identity/sanitizing-gmail-accounts" ><span class="devsite-nav-text" tooltip>Sanitize Gmail accounts</span></a></li><li class="devsite-nav-item"><a href="/architecture/identity/removing-gmail-from-consumer-accounts" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/identity/removing-gmail-from-consumer-accounts" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/identity/removing-gmail-from-consumer-accounts" ><span class="devsite-nav-text" tooltip>Remove Gmail from consumer accounts</span></a></li><li class="devsite-nav-item"><a href="/architecture/identity/reconciling-orphaned-managed-user-accounts" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/identity/reconciling-orphaned-managed-user-accounts" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/identity/reconciling-orphaned-managed-user-accounts" ><span class="devsite-nav-text" tooltip>Reconcile orphaned managed user accounts</span></a></li></ul></div></li></ul></div></li><li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> <span class="devsite-nav-text" tooltip>Resources</span> </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/architecture/identity/example-announcement" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/identity/example-announcement" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/identity/example-announcement" ><span class="devsite-nav-text" tooltip>Example announcement</span></a></li></ul></div></li></ul></div></li><li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> <span class="devsite-nav-text" tooltip>Application security</span> </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/architecture/best-practices-securing-applications-and-apis-using-apigee" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/best-practices-securing-applications-and-apis-using-apigee" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/best-practices-securing-applications-and-apis-using-apigee" ><span class="devsite-nav-text" tooltip>Best practices for securing your applications and APIs using Apigee</span></a></li><li class="devsite-nav-item"><a href="/architecture/design-secure-deployment-pipelines-bp" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/design-secure-deployment-pipelines-bp" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/design-secure-deployment-pipelines-bp" ><span class="devsite-nav-text" tooltip>Design secure deployment pipelines</span></a></li><li class="devsite-nav-item"><a href="/architecture/deploy-programmable-gfe-cloud-armor-lb-cdn" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/deploy-programmable-gfe-cloud-armor-lb-cdn" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/deploy-programmable-gfe-cloud-armor-lb-cdn" ><span class="devsite-nav-text" tooltip>Use Google Cloud Armor, load balancing, and Cloud CDN to deploy programmable global front ends</span></a></li><li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> <span class="devsite-nav-text" tooltip>Secured serverless architecture</span> </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/architecture/serverless-functions-blueprint" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/serverless-functions-blueprint" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/serverless-functions-blueprint" ><span class="devsite-nav-text" tooltip>Architecture using Cloud Functions</span></a></li><li class="devsite-nav-item"><a href="/architecture/serverless-blueprint" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/serverless-blueprint" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/serverless-blueprint" ><span class="devsite-nav-text" tooltip>Architecture using Cloud Run</span></a></li></ul></div></li></ul></div></li><li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> <span class="devsite-nav-text" tooltip>Authentication and authorization</span> </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/architecture/manage-just-in-time-privileged-access-to-project" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/manage-just-in-time-privileged-access-to-project" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/manage-just-in-time-privileged-access-to-project" ><span class="devsite-nav-text" tooltip>Manage just-in-time privileged access to projects</span></a></li></ul></div></li><li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> <span class="devsite-nav-text" tooltip>Compliance</span> </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/architecture/configure-networks-fedramp-dod-google-cloud" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/configure-networks-fedramp-dod-google-cloud" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/configure-networks-fedramp-dod-google-cloud" ><span class="devsite-nav-text" tooltip>Configure networks for FedRAMP and DoD in Google Cloud</span></a></li><li class="devsite-nav-item"><a href="/architecture/fedramp-implementation-guide" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/fedramp-implementation-guide" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/fedramp-implementation-guide" ><span class="devsite-nav-text" tooltip>Google Cloud FedRAMP implementation guide</span></a></li><li class="devsite-nav-item"><a href="/architecture/limiting-compliance-scope-pci-environments-google-cloud" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/limiting-compliance-scope-pci-environments-google-cloud" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/limiting-compliance-scope-pci-environments-google-cloud" ><span class="devsite-nav-text" tooltip>Limit scope of compliance for PCI environments in Google Cloud</span></a></li><li class="devsite-nav-item"><a href="/architecture/pci-dss-compliance-in-gcp" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/pci-dss-compliance-in-gcp" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/pci-dss-compliance-in-gcp" ><span class="devsite-nav-text" tooltip>PCI Data Security Standard compliance</span></a></li><li class="devsite-nav-item"><a href="/architecture/pci-dss-and-gke-guide" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/pci-dss-and-gke-guide" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/pci-dss-and-gke-guide" ><span class="devsite-nav-text" tooltip>PCI DSS compliance on GKE</span></a></li><li class="devsite-nav-item"><a href="/architecture/gke-pci-dss-blueprint" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/gke-pci-dss-blueprint" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/gke-pci-dss-blueprint" ><span class="devsite-nav-text" tooltip>Security blueprint: PCI on GKE</span></a></li></ul></div></li><li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> <span class="devsite-nav-text" tooltip>Data and identity protection</span> </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/architecture/partners/backing-up-workspace-data-with-spinone" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/partners/backing-up-workspace-data-with-spinone" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/partners/backing-up-workspace-data-with-spinone" ><span class="devsite-nav-text" tooltip>Configure SaaS data protection for Google Workspace data with SpinOne</span></a></li><li class="devsite-nav-item"><a href="/architecture/de-identification-re-identification-pii-using-cloud-dlp" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/de-identification-re-identification-pii-using-cloud-dlp" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/de-identification-re-identification-pii-using-cloud-dlp" ><span class="devsite-nav-text" tooltip>De-identification and re-identification of PII in large-scale datasets using Cloud DLP</span></a></li><li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> <span class="devsite-nav-text" tooltip>Embedded finance solution with Cloudentity</span> </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/architecture/partners/embedded-finance-with-cloudentity" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/partners/embedded-finance-with-cloudentity" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/partners/embedded-finance-with-cloudentity" ><span class="devsite-nav-text" tooltip>Reference architecture</span></a></li><li class="devsite-nav-item"><a href="/architecture/partners/embedded-finance-with-cloudentity/deployment" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/partners/embedded-finance-with-cloudentity/deployment" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/partners/embedded-finance-with-cloudentity/deployment" ><span class="devsite-nav-text" tooltip>Deploy the architecture</span></a></li></ul></div></li><li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> <span class="devsite-nav-text" tooltip>Import data into a secured BigQuery data warehouse</span> </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/architecture/confidential-data-warehouse-blueprint" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/confidential-data-warehouse-blueprint" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/confidential-data-warehouse-blueprint" ><span class="devsite-nav-text" tooltip>Import from a Google Cloud source</span></a></li><li class="devsite-nav-item"><a href="/architecture/secured-data-warehouse-blueprint-onprem" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/secured-data-warehouse-blueprint-onprem" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/secured-data-warehouse-blueprint-onprem" ><span class="devsite-nav-text" tooltip>Import from an external source</span></a></li></ul></div></li><li class="devsite-nav-item"><a href="/architecture/security-log-analytics" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/security-log-analytics" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/security-log-analytics" ><span class="devsite-nav-text" tooltip>Security log analytics in Google Cloud</span></a></li></ul></div></li><li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> <span class="devsite-nav-text" tooltip>Mitigation and avoidance</span> </div><ul class="devsite-nav-section"><li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> <span class="devsite-nav-text" tooltip>Automate malware scanning for files uploaded to Cloud Storage</span> </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/architecture/automate-malware-scanning-for-documents-uploaded-to-cloud-storage" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/automate-malware-scanning-for-documents-uploaded-to-cloud-storage" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/automate-malware-scanning-for-documents-uploaded-to-cloud-storage" ><span class="devsite-nav-text" tooltip>Reference architecture</span></a></li><li class="devsite-nav-item"><a href="/architecture/automate-malware-scanning-for-documents-uploaded-to-cloud-storage/deployment" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/automate-malware-scanning-for-documents-uploaded-to-cloud-storage/deployment" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/automate-malware-scanning-for-documents-uploaded-to-cloud-storage/deployment" ><span class="devsite-nav-text" tooltip>Deploy the architecture</span></a></li></ul></div></li><li class="devsite-nav-item"><a href="/architecture/bps-for-mitigating-gcloud-oauth-tokens" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/bps-for-mitigating-gcloud-oauth-tokens" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/bps-for-mitigating-gcloud-oauth-tokens" ><span class="devsite-nav-text" tooltip>Best practices for mitigating compromised OAuth tokens for Google Cloud CLI</span></a></li><li class="devsite-nav-item"><a href="/architecture/bps-for-protecting-against-crytocurrency-attacks" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/bps-for-protecting-against-crytocurrency-attacks" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/bps-for-protecting-against-crytocurrency-attacks" ><span class="devsite-nav-text" tooltip>Best practices for protecting against cryptocurrency mining attacks</span></a></li><li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> <span class="devsite-nav-text" tooltip>Mitigate ransomware attacks</span> </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/architecture/mitigating-ransomware-attacks" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/mitigating-ransomware-attacks" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/mitigating-ransomware-attacks" ><span class="devsite-nav-text" tooltip>Overview</span></a></li><li class="devsite-nav-item"><a href="/architecture/bps-for-mitigating-ransomware-attacks" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/bps-for-mitigating-ransomware-attacks" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/bps-for-mitigating-ransomware-attacks" ><span class="devsite-nav-text" tooltip>Best practices</span></a></li></ul></div></li><li class="devsite-nav-item"><a href="/architecture/owasp-top-ten-mitigation" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/owasp-top-ten-mitigation" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/owasp-top-ten-mitigation" ><span class="devsite-nav-text" tooltip>OWASP Top 10 2021 mitigation options on Google Cloud</span></a></li><li class="devsite-nav-item"><a href="/architecture/partners/id-prioritize-security-risks-with-wiz" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/partners/id-prioritize-security-risks-with-wiz" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/partners/id-prioritize-security-risks-with-wiz" ><span class="devsite-nav-text" tooltip>Identify and prioritize security risks with Wiz Security Graph and Google Cloud</span></a></li></ul></div></li><li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> <span class="devsite-nav-text" tooltip>Network security</span> </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/architecture/partners/palo-alto-networks-ngfw" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/partners/palo-alto-networks-ngfw" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/partners/palo-alto-networks-ngfw" ><span class="devsite-nav-text" tooltip>Secure virtual private cloud networks with the Palo Alto VM-Series NGFW</span></a></li></ul></div></li></ul></div></li> <li class="devsite-nav-item devsite-nav-expandable devsite-nav-accordion"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> <span class="devsite-nav-text" tooltip>Storage</span> </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/architecture/storage" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/storage" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/storage" ><span class="devsite-nav-text" tooltip>Content overview</span></a></li><li class="devsite-nav-item"><a href="/architecture/storage-advisor" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/storage-advisor" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/storage-advisor" ><span class="devsite-nav-text" tooltip>Design an optimal storage strategy for your cloud workload</span></a></li><li class="devsite-nav-item devsite-nav-expandable"><div class="devsite-expandable-nav"> <a class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> <span class="devsite-nav-text" tooltip>Storage applications</span> </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/architecture/deploy-nfs-caching-proxy-compute-engine" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/deploy-nfs-caching-proxy-compute-engine" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/deploy-nfs-caching-proxy-compute-engine" ><span class="devsite-nav-text" tooltip>Deploy a kernel space NFS caching proxy in Compute Engine</span></a></li><li class="devsite-nav-item"><a href="/architecture/filers-on-compute-engine" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/filers-on-compute-engine" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/filers-on-compute-engine" ><span class="devsite-nav-text" tooltip>File storage on Compute Engine</span></a></li><li class="devsite-nav-item"><a href="/architecture/parallel-file-systems-for-hpc" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /architecture/parallel-file-systems-for-hpc" track-type="bookNav" track-name="click" track-metadata-eventdetail="/architecture/parallel-file-systems-for-hpc" ><span class="devsite-nav-text" tooltip>Parallel file systems for HPC workloads</span></a></li></ul></div></li></ul></div></li> </ul> <ul class="devsite-nav-list" menu="Overview" aria-label="Side menu" hidden> <li class="devsite-nav-item devsite-nav-heading"> <span class="devsite-nav-title" tooltip > <span class="devsite-nav-text" tooltip > Accelerate your digital transformation </span> </span> </li> <li class="devsite-nav-item"> <a href="/why-google-cloud" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Learn more" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Learn more </span> </a> </li> <li class="devsite-nav-item devsite-nav-heading"> <span class="devsite-nav-title" tooltip > <span class="devsite-nav-text" tooltip > Key benefits </span> </span> </li> <li class="devsite-nav-item"> <a href="/why-google-cloud" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Why Google Cloud" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Why Google Cloud </span> </a> </li> <li class="devsite-nav-item"> <a href="/ai" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: AI and ML" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > AI and ML </span> </a> </li> <li class="devsite-nav-item"> <a href="/multicloud" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Multicloud" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Multicloud </span> </a> </li> <li class="devsite-nav-item"> <a href="/infrastructure" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Global infrastructure" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Global infrastructure </span> </a> </li> <li class="devsite-nav-item"> <a href="/data-cloud" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Data Cloud" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Data Cloud </span> </a> </li> <li class="devsite-nav-item"> <a href="/solutions/modern-infrastructure" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Modern Infrastructure Cloud" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Modern Infrastructure Cloud </span> </a> </li> <li class="devsite-nav-item"> <a href="/security" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Security" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Security </span> </a> </li> <li class="devsite-nav-item"> <a 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gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Analyst reports" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Analyst reports </span> </a> </li> <li class="devsite-nav-item"> <a href="/whitepapers" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Whitepapers" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Whitepapers </span> </a> </li> <li class="devsite-nav-item"> <a href="/customers" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Customer stories" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Customer stories </span> </a> </li> </ul> <ul class="devsite-nav-list" menu="Solutions" aria-label="Side menu" hidden> <li class="devsite-nav-item"> <a href="/solutions#industry-solutions" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Industry Solutions" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Industry Solutions </span> </a> </li> <li class="devsite-nav-item"> <a href="/solutions/retail" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Retail" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Retail </span> </a> </li> <li class="devsite-nav-item"> <a href="/solutions/cpg" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Consumer Packaged Goods" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Consumer Packaged Goods </span> </a> </li> <li class="devsite-nav-item"> <a href="/solutions/financial-services" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Financial Services" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Financial Services </span> </a> </li> <li class="devsite-nav-item"> <a href="/solutions/healthcare-life-sciences" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Healthcare and Life Sciences" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Healthcare and Life Sciences </span> </a> </li> <li class="devsite-nav-item"> <a href="/solutions/media-entertainment" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Media and Entertainment" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Media and Entertainment </span> </a> </li> <li class="devsite-nav-item"> <a href="/solutions/telecommunications" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Telecommunications" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Telecommunications </span> </a> </li> <li class="devsite-nav-item"> <a href="/solutions/games" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Games" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Games </span> </a> </li> <li class="devsite-nav-item"> <a href="/solutions/manufacturing" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Manufacturing" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Manufacturing </span> </a> </li> <li class="devsite-nav-item"> <a href="/solutions/supply-chain-logistics" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Supply Chain and Logistics" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Supply Chain and Logistics </span> </a> </li> <li class="devsite-nav-item"> <a href="/solutions/government" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Government" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Government </span> </a> </li> <li class="devsite-nav-item"> <a href="/solutions/education" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Education" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Education </span> </a> </li> <li class="devsite-nav-item"> <a href="/solutions#industry-solutions" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: See all industry solutions" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > See all industry solutions </span> </a> </li> <li class="devsite-nav-item"> <a href="/solutions" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: See all solutions" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > See all solutions </span> </a> </li> <li class="devsite-nav-item"> <a href="/solutions/camp" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Application Modernization" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Application Modernization </span> </a> </li> <li class="devsite-nav-item"> <a href="/solutions/camp" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: CAMP" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > CAMP </span> </a> </li> <li class="devsite-nav-item"> <a href="/solutions/modernize-traditional-applications" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Modernize Traditional Applications" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Modernize Traditional Applications </span> </a> </li> <li class="devsite-nav-item"> <a href="/solutions/migrate-from-paas" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Migrate from PaaS&#58; Cloud Foundry, Openshift" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Migrate from PaaS&#58; Cloud Foundry, Openshift </span> </a> </li> <li class="devsite-nav-item"> <a href="/solutions/mainframe-modernization" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Migrate from Mainframe" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Migrate from Mainframe </span> </a> </li> <li class="devsite-nav-item"> <a href="/solutions/software-delivery" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Modernize Software Delivery" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Modernize Software Delivery </span> </a> </li> <li class="devsite-nav-item"> <a href="/devops" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: DevOps Best Practices" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > DevOps Best Practices </span> </a> </li> <li class="devsite-nav-item"> <a href="/sre" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: SRE Principles" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > SRE Principles </span> </a> </li> <li class="devsite-nav-item"> <a href="/solutions/app-modernization/day-2-operations-for-gke" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Day 2 Operations for GKE" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Day 2 Operations for GKE </span> </a> </li> <li class="devsite-nav-item"> <a href="/solutions/finops-optimize-gke" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: FinOps and Optimization of GKE" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > FinOps and Optimization of GKE </span> </a> </li> <li class="devsite-nav-item"> <a href="/solutions/modernize-with-edge" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Run Applications at the Edge" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Run Applications at the Edge </span> </a> </li> <li class="devsite-nav-item"> <a href="/solutions/architect-multicloud" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Architect for Multicloud" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Architect for Multicloud </span> </a> </li> <li class="devsite-nav-item"> <a href="/solutions/serverless" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Go Serverless" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Go Serverless </span> </a> </li> <li class="devsite-nav-item"> <a href="/solutions/ai" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Artificial Intelligence" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Artificial Intelligence </span> </a> </li> <li class="devsite-nav-item"> <a href="/solutions/customer-engagement-ai" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Customer Engagement Suite with Google AI" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Customer Engagement Suite with Google AI </span> </a> </li> <li class="devsite-nav-item"> <a href="/document-ai" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Document AI" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Document AI </span> </a> </li> <li class="devsite-nav-item"> <a href="/solutions/retail-product-discovery" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Vertex AI Search for retail" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Vertex AI Search for retail </span> </a> </li> <li class="devsite-nav-item"> <a href="/products/gemini" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Gemini for Google Cloud" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Gemini for Google Cloud </span> </a> </li> <li class="devsite-nav-item"> <a href="/use-cases/generative-ai" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Generative AI on Google Cloud" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Generative AI on Google Cloud </span> </a> </li> <li class="devsite-nav-item"> <a href="/solutions/apis-and-applications" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: APIs and Applications" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > APIs and Applications </span> </a> </li> <li class="devsite-nav-item"> <a href="/solutions/new-channels-using-apis" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: New Business Channels Using APIs" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > New Business Channels Using APIs </span> </a> </li> <li class="devsite-nav-item"> <a href="/solutions/unlocking-legacy-applications" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Unlocking Legacy Applications Using APIs" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Unlocking Legacy Applications Using APIs </span> </a> </li> <li class="devsite-nav-item"> <a href="/solutions/open-banking-apix" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Open Banking APIx" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Open Banking APIx </span> </a> </li> <li class="devsite-nav-item"> <a href="/solutions/smart-analytics" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Data Analytics" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Data Analytics </span> </a> </li> <li class="devsite-nav-item"> <a href="/solutions/data-migration" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Data Migration" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Data Migration </span> </a> </li> <li class="devsite-nav-item"> <a href="/solutions/data-lake" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Data Lake Modernization" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Data Lake Modernization </span> </a> </li> <li class="devsite-nav-item"> <a href="/solutions/stream-analytics" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Stream Analytics" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Stream Analytics </span> </a> </li> <li class="devsite-nav-item"> <a href="/solutions/marketing-analytics" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Marketing Analytics" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Marketing Analytics </span> </a> </li> <li class="devsite-nav-item"> <a href="/datasets" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Datasets" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Datasets </span> </a> </li> <li class="devsite-nav-item"> <a href="/solutions/business-intelligence" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Business Intelligence" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Business Intelligence </span> </a> </li> <li class="devsite-nav-item"> <a href="/use-cases/ai-data-analytics" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: AI for Data Analytics" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > AI for Data Analytics </span> </a> </li> <li class="devsite-nav-item"> <a href="/solutions/databases" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Databases" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Databases </span> </a> </li> <li class="devsite-nav-item"> <a href="/solutions/database-migration" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Database Migration" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Database Migration </span> </a> </li> <li class="devsite-nav-item"> <a href="/solutions/database-modernization" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Database Modernization" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Database Modernization </span> </a> </li> <li class="devsite-nav-item"> <a href="/solutions/databases/games" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Databases for Games" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Databases for Games </span> </a> </li> <li class="devsite-nav-item"> <a href="/products/databases" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Google Cloud Databases" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Google Cloud Databases </span> </a> </li> <li class="devsite-nav-item"> <a href="/solutions/migrate-oracle-workloads" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Migrate Oracle workloads to Google Cloud" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Migrate Oracle workloads to Google Cloud </span> </a> </li> <li class="devsite-nav-item"> <a href="/solutions/open-source-databases" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Open Source Databases" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Open Source Databases </span> </a> </li> <li class="devsite-nav-item"> <a href="/sql-server" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: SQL Server on Google Cloud" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > SQL Server on Google Cloud </span> </a> </li> <li class="devsite-nav-item"> <a href="/products/gemini/databases" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Gemini for Databases" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Gemini for Databases </span> </a> </li> <li class="devsite-nav-item"> <a href="/solutions/infrastructure-modernization" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Infrastructure Modernization" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Infrastructure Modernization </span> </a> </li> <li class="devsite-nav-item"> <a href="/solutions/application-migration" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Application Migration" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Application Migration </span> </a> </li> <li class="devsite-nav-item"> <a href="/solutions/sap" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: SAP on Google Cloud" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > SAP on Google Cloud </span> </a> </li> <li class="devsite-nav-item"> <a href="/solutions/hpc" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: High Performance Computing" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > High Performance Computing </span> </a> </li> <li class="devsite-nav-item"> <a href="/windows" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Windows on Google Cloud" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Windows on Google Cloud </span> </a> </li> <li class="devsite-nav-item"> <a href="/solutions/data-center-migration" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Data Center Migration" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Data Center Migration </span> </a> </li> <li class="devsite-nav-item"> <a href="/solutions/active-assist" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Active Assist" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Active Assist </span> </a> </li> <li class="devsite-nav-item"> <a href="/solutions/virtual-desktops" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Virtual Desktops" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Virtual Desktops </span> </a> </li> <li class="devsite-nav-item"> <a href="/solutions/cloud-migration-program" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Rapid Migration and Modernization Program" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Rapid Migration and Modernization Program </span> </a> </li> <li class="devsite-nav-item"> <a href="/solutions/backup-dr" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Backup and Disaster Recovery" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Backup and Disaster Recovery </span> </a> </li> <li class="devsite-nav-item"> <a href="/solutions/redhat" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Red Hat on Google Cloud" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Red Hat on Google Cloud </span> </a> </li> <li class="devsite-nav-item"> <a href="/solutions/cross-cloud-network" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Cross-Cloud Network" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Cross-Cloud Network </span> </a> </li> <li class="devsite-nav-item"> <a href="/solutions/observability" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Observability" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Observability </span> </a> </li> <li class="devsite-nav-item"> <a href="https://workspace.google.com/enterprise/" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Productivity and Collaboration" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Productivity and Collaboration </span> </a> </li> <li class="devsite-nav-item"> <a href="https://workspace.google.com/solutions/enterprise/?enterprise-benefits_activeEl=connect" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Google Workspace" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Google Workspace </span> </a> </li> <li class="devsite-nav-item"> <a href="https://workspace.google.com/essentials/" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Google Workspace Essentials" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Google Workspace Essentials </span> </a> </li> <li class="devsite-nav-item"> <a href="/identity" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Cloud Identity" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Cloud Identity </span> </a> </li> <li class="devsite-nav-item"> <a href="https://chromeenterprise.google/" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Chrome Enterprise" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Chrome Enterprise </span> </a> </li> <li class="devsite-nav-item"> <a href="https://workspace.google.com/products/cloud-search/" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Cloud Search" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Cloud Search </span> </a> </li> <li class="devsite-nav-item"> <a href="/solutions/security" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Security" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Security </span> </a> </li> <li class="devsite-nav-item"> <a href="/solutions/security-analytics-and-operations" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Security Analytics and Operations" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Security Analytics and Operations </span> </a> </li> <li class="devsite-nav-item"> <a href="/solutions/web-app-and-api-protection" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Web App and API Protection" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Web App and API Protection </span> </a> </li> <li class="devsite-nav-item"> <a href="/solutions/security-and-resilience" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Security and Resilience Framework" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Security and Resilience Framework </span> </a> </li> <li class="devsite-nav-item"> <a href="/solutions/risk-and-compliance-as-code" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Risk and compliance as code (RCaC)" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Risk and compliance as code (RCaC) </span> </a> </li> <li class="devsite-nav-item"> <a href="/solutions/software-supply-chain-security" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Software Supply Chain Security" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Software Supply Chain Security </span> </a> </li> <li class="devsite-nav-item"> <a href="/solutions/security-foundation" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Security Foundation" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Security Foundation </span> </a> </li> <li class="devsite-nav-item"> <a href="/solutions/secops-cybershield" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Google Cloud Cybershield™" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Google Cloud Cybershield™ </span> </a> </li> <li class="devsite-nav-item"> <a href="/solutions#section-13" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Startups and SMB" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Startups and SMB </span> </a> </li> <li class="devsite-nav-item"> <a href="/startup" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Startup Program" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Startup Program </span> </a> </li> <li class="devsite-nav-item"> <a href="/solutions/smb" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Small and Medium Business" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Small and Medium Business </span> </a> </li> <li class="devsite-nav-item"> <a href="/saas" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Software as a Service" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Software as a Service </span> </a> </li> </ul> <ul class="devsite-nav-list" menu="Products" aria-label="Side menu" hidden> <li class="devsite-nav-item devsite-nav-heading"> <span class="devsite-nav-title" tooltip > <span class="devsite-nav-text" tooltip > Featured Products </span> </span> </li> <li class="devsite-nav-item"> <a href="/compute" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Compute Engine" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Compute Engine </span> </a> </li> <li class="devsite-nav-item"> <a href="/storage" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Cloud Storage" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Cloud Storage </span> </a> </li> <li class="devsite-nav-item"> <a href="/bigquery" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: BigQuery" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > BigQuery </span> </a> </li> <li class="devsite-nav-item"> <a href="/run" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Cloud Run" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Cloud Run </span> </a> </li> <li class="devsite-nav-item"> <a href="/kubernetes-engine" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Google Kubernetes Engine" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Google Kubernetes Engine </span> </a> </li> <li class="devsite-nav-item"> <a href="/vertex-ai" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Vertex AI" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Vertex AI </span> </a> </li> <li class="devsite-nav-item"> <a href="/looker" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Looker" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Looker </span> </a> </li> <li class="devsite-nav-item"> <a href="/apigee" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Apigee API Management" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Apigee API Management </span> </a> </li> <li class="devsite-nav-item"> <a href="/sql" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Cloud SQL" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Cloud SQL </span> </a> </li> <li class="devsite-nav-item"> <a href="/ai/gemini" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Gemini" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Gemini </span> </a> </li> <li class="devsite-nav-item"> <a href="/cdn" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Cloud CDN" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Cloud CDN </span> </a> </li> <li class="devsite-nav-item"> <a href="/products#featured-products/" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: See all products (100+)" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > See all products (100+) </span> </a> </li> <li class="devsite-nav-item"> <a href="/products/ai" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: AI and Machine Learning" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > AI and Machine Learning </span> </a> </li> <li class="devsite-nav-item"> <a href="/vertex-ai" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Vertex AI Platform" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Vertex AI Platform </span> </a> </li> <li class="devsite-nav-item"> <a href="/generative-ai-studio" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Vertex AI Studio" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Vertex AI Studio </span> </a> </li> <li class="devsite-nav-item"> <a href="/products/agent-builder" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Vertex AI Agent Builder" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Vertex AI Agent Builder </span> </a> </li> <li class="devsite-nav-item"> <a href="/products/conversational-agents" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Conversational Agents" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Conversational Agents </span> </a> </li> <li class="devsite-nav-item"> <a href="/enterprise-search" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Vertex AI Search" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Vertex AI Search </span> </a> </li> <li class="devsite-nav-item"> <a href="/speech-to-text" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Speech-to-Text" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Speech-to-Text </span> </a> </li> <li class="devsite-nav-item"> <a href="/text-to-speech" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Text-to-Speech" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Text-to-Speech </span> </a> </li> <li class="devsite-nav-item"> <a href="/translate" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Translation AI" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Translation AI </span> </a> </li> <li class="devsite-nav-item"> <a href="/document-ai" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Document AI" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Document AI </span> </a> </li> <li class="devsite-nav-item"> <a href="/vision" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Vision AI" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Vision AI </span> </a> </li> <li class="devsite-nav-item"> <a href="/solutions/contact-center-ai-platform" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Contact Center as a Service" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Contact Center as a Service </span> </a> </li> <li class="devsite-nav-item"> <a href="/products?pds=CAE#ai-and-machine-learning" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: See all AI and machine learning products" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > See all AI and machine learning products </span> </a> </li> <li class="devsite-nav-item devsite-nav-heading"> <span class="devsite-nav-title" tooltip > <span class="devsite-nav-text" tooltip > Business Intelligence </span> </span> </li> <li class="devsite-nav-item"> <a href="/looker" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Looker" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Looker </span> </a> </li> <li class="devsite-nav-item"> <a href="/looker-studio" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Looker Studio" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Looker Studio </span> </a> </li> <li class="devsite-nav-item"> <a href="/products/compute" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Compute" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Compute </span> </a> </li> <li class="devsite-nav-item"> <a href="/compute" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Compute Engine" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Compute Engine </span> </a> </li> <li class="devsite-nav-item"> <a href="/appengine" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: App Engine" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > App Engine </span> </a> </li> <li class="devsite-nav-item"> <a href="/gpu" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Cloud GPUs" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Cloud GPUs </span> </a> </li> <li class="devsite-nav-item"> <a href="/migrate/virtual-machines" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Migrate to Virtual Machines" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Migrate to Virtual Machines </span> </a> </li> <li class="devsite-nav-item"> <a href="/spot-vms" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Spot VMs" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Spot VMs </span> </a> </li> <li class="devsite-nav-item"> <a href="/batch" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Batch" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Batch </span> </a> </li> <li class="devsite-nav-item"> <a href="/compute/docs/nodes/sole-tenant-nodes" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Sole-Tenant Nodes" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Sole-Tenant Nodes </span> </a> </li> <li class="devsite-nav-item"> <a href="/bare-metal" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Bare Metal" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Bare Metal </span> </a> </li> <li class="devsite-nav-item"> <a href="/recommender" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Recommender" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Recommender </span> </a> </li> <li class="devsite-nav-item"> <a href="/vmware-engine" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: VMware Engine" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > VMware Engine </span> </a> </li> <li class="devsite-nav-item"> <a href="/run" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Cloud Run" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Cloud Run </span> </a> </li> <li class="devsite-nav-item"> <a href="/products?pds=CAUSAQw#compute" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: See all compute products" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > See all compute products </span> </a> </li> <li class="devsite-nav-item"> <a href="/containers" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Containers" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Containers </span> </a> </li> <li class="devsite-nav-item"> <a href="/kubernetes-engine" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Google Kubernetes Engine" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Google Kubernetes Engine </span> </a> </li> <li class="devsite-nav-item"> <a href="/run" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Cloud Run" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Cloud Run </span> </a> </li> <li class="devsite-nav-item"> <a href="/build" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Cloud Build" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Cloud Build </span> </a> </li> <li class="devsite-nav-item"> <a href="/artifact-registry" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Artifact Registry" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Artifact Registry </span> </a> </li> <li class="devsite-nav-item"> <a href="/code" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Cloud Code" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Cloud Code </span> </a> </li> <li class="devsite-nav-item"> <a href="/deploy" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Cloud Deploy" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Cloud Deploy </span> </a> </li> <li class="devsite-nav-item"> <a href="/migrate/containers" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Migrate to Containers" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Migrate to Containers </span> </a> </li> <li class="devsite-nav-item"> <a href="/deep-learning-containers" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Deep Learning Containers" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Deep Learning Containers </span> </a> </li> <li class="devsite-nav-item"> <a href="/knative" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Knative" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Knative </span> </a> </li> <li class="devsite-nav-item"> <a href="/solutions/smart-analytics" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Data Analytics" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Data Analytics </span> </a> </li> <li class="devsite-nav-item"> <a href="/bigquery" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: BigQuery" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > BigQuery </span> </a> </li> <li class="devsite-nav-item"> <a href="/looker" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Looker" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Looker </span> </a> </li> <li class="devsite-nav-item"> <a href="/dataflow" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Dataflow" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Dataflow </span> </a> </li> <li class="devsite-nav-item"> <a href="/pubsub" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Pub/Sub" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Pub/Sub </span> </a> </li> <li class="devsite-nav-item"> <a href="/dataproc" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Dataproc" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Dataproc </span> </a> </li> <li class="devsite-nav-item"> <a href="/data-fusion" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Cloud Data Fusion" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Cloud Data Fusion </span> </a> </li> <li class="devsite-nav-item"> <a href="/composer" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Cloud Composer" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Cloud Composer </span> </a> </li> <li class="devsite-nav-item"> <a href="/biglake" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: BigLake" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > BigLake </span> </a> </li> <li class="devsite-nav-item"> <a href="/dataplex" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Dataplex" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Dataplex </span> </a> </li> <li class="devsite-nav-item"> <a href="/dataform" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Dataform" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Dataform </span> </a> </li> <li class="devsite-nav-item"> <a href="/analytics-hub" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Analytics Hub" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Analytics Hub </span> </a> </li> <li class="devsite-nav-item"> <a href="/products?pds=CAQ#data-analytics" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: See all data analytics products" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > See all data analytics products </span> </a> </li> <li class="devsite-nav-item"> <a href="/products/databases" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Databases" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Databases </span> </a> </li> <li class="devsite-nav-item"> <a href="/alloydb" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: AlloyDB for PostgreSQL" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > AlloyDB for PostgreSQL </span> </a> </li> <li class="devsite-nav-item"> <a href="/sql" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Cloud SQL" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Cloud SQL </span> </a> </li> <li class="devsite-nav-item"> <a href="/firestore" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Firestore" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Firestore </span> </a> </li> <li class="devsite-nav-item"> <a href="/spanner" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Spanner" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Spanner </span> </a> </li> <li class="devsite-nav-item"> <a href="/bigtable" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Bigtable" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Bigtable </span> </a> </li> <li class="devsite-nav-item"> <a href="/datastream" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Datastream" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Datastream </span> </a> </li> <li class="devsite-nav-item"> <a href="/database-migration" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Database Migration Service" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Database Migration Service </span> </a> </li> <li class="devsite-nav-item"> <a href="/bare-metal" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Bare Metal Solution" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Bare Metal Solution </span> </a> </li> <li class="devsite-nav-item"> <a href="/memorystore" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Memorystore" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Memorystore </span> </a> </li> <li class="devsite-nav-item"> <a href="/products/tools" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Developer Tools" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Developer Tools </span> </a> </li> <li class="devsite-nav-item"> <a href="/artifact-registry" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Artifact Registry" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Artifact Registry </span> </a> </li> <li class="devsite-nav-item"> <a href="/code" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Cloud Code" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Cloud Code </span> </a> </li> <li class="devsite-nav-item"> <a href="/build" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Cloud Build" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Cloud Build </span> </a> </li> <li class="devsite-nav-item"> <a href="/deploy" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Cloud Deploy" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Cloud Deploy </span> </a> </li> <li class="devsite-nav-item"> <a href="/deployment-manager/docs" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Cloud Deployment Manager" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Cloud Deployment Manager </span> </a> </li> <li class="devsite-nav-item"> <a href="/sdk" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Cloud SDK" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Cloud SDK </span> </a> </li> <li class="devsite-nav-item"> <a href="/scheduler" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Cloud Scheduler" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Cloud Scheduler </span> </a> </li> <li class="devsite-nav-item"> <a href="/source-repositories" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Cloud Source Repositories" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Cloud Source Repositories </span> </a> </li> <li class="devsite-nav-item"> <a href="/infrastructure-manager" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Infrastructure Manager" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Infrastructure Manager </span> </a> </li> <li class="devsite-nav-item"> <a href="/workstations" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Cloud Workstations" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Cloud Workstations </span> </a> </li> <li class="devsite-nav-item"> <a href="/products/gemini/code-assist" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Gemini Code Assist" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Gemini Code Assist </span> </a> </li> <li class="devsite-nav-item"> <a href="/products?pds=CAI#developer-tools" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: See all developer tools" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > See all developer tools </span> </a> </li> <li class="devsite-nav-item"> <a href="/distributed-cloud" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Distributed Cloud" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Distributed Cloud </span> </a> </li> <li class="devsite-nav-item"> <a href="/distributed-cloud-edge" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Google Distributed Cloud Connected" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Google Distributed Cloud Connected </span> </a> </li> <li class="devsite-nav-item"> <a href="/distributed-cloud-hosted" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Google Distributed Cloud Air-gapped" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Google Distributed Cloud Air-gapped </span> </a> </li> <li class="devsite-nav-item devsite-nav-heading"> <span class="devsite-nav-title" tooltip > <span class="devsite-nav-text" tooltip > Hybrid and Multicloud </span> </span> </li> <li class="devsite-nav-item"> <a href="/kubernetes-engine" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Google Kubernetes Engine" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Google Kubernetes Engine </span> </a> </li> <li class="devsite-nav-item"> <a href="/apigee" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Apigee API Management" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Apigee API Management </span> </a> </li> <li class="devsite-nav-item"> <a href="/migrate/containers" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Migrate to Containers" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Migrate to Containers </span> </a> </li> <li class="devsite-nav-item"> <a href="/traffic-director" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Traffic Director" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Traffic Director </span> </a> </li> <li class="devsite-nav-item"> <a href="/build" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Cloud Build" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Cloud Build </span> </a> </li> <li class="devsite-nav-item"> <a href="/products/operations" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Operations" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Operations </span> </a> </li> <li class="devsite-nav-item"> <a href="/distributed-cloud" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Google Distributed Cloud" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Google Distributed Cloud </span> </a> </li> <li class="devsite-nav-item devsite-nav-heading"> <span class="devsite-nav-title" tooltip > <span class="devsite-nav-text" tooltip > Industry Specific </span> </span> </li> <li class="devsite-nav-item"> <a href="/anti-money-laundering-ai" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Anti Money Laundering AI" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Anti Money Laundering AI </span> </a> </li> <li class="devsite-nav-item"> <a href="/healthcare-api" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Cloud Healthcare API" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Cloud Healthcare API </span> </a> </li> <li class="devsite-nav-item"> <a href="/device-connect" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Device Connect for Fitbit" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Device Connect for Fitbit </span> </a> </li> <li class="devsite-nav-item"> <a href="/telecom-network-automation" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Telecom Network Automation" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Telecom Network Automation </span> </a> </li> <li class="devsite-nav-item"> <a href="/telecom-data-fabric" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Telecom Data Fabric" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Telecom Data Fabric </span> </a> </li> <li class="devsite-nav-item"> <a href="/telecom-subscriber-insights" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Telecom Subscriber Insights" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Telecom Subscriber Insights </span> </a> </li> <li class="devsite-nav-item"> <a href="/spectrum-access-system" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Spectrum Access System (SAS)" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Spectrum Access System (SAS) </span> </a> </li> <li class="devsite-nav-item"> <a href="/integration-services" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Integration Services" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Integration Services </span> </a> </li> <li class="devsite-nav-item"> <a href="/application-integration" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Application Integration" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Application Integration </span> </a> </li> <li class="devsite-nav-item"> <a href="/workflows" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Workflows" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Workflows </span> </a> </li> <li class="devsite-nav-item"> <a href="/apigee" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Apigee API Management" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Apigee API Management </span> </a> </li> <li class="devsite-nav-item"> <a href="/tasks" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Cloud Tasks" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Cloud Tasks </span> </a> </li> <li class="devsite-nav-item"> <a href="/scheduler" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Cloud Scheduler" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Cloud Scheduler </span> </a> </li> <li class="devsite-nav-item"> <a href="/dataproc" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Dataproc" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Dataproc </span> </a> </li> <li class="devsite-nav-item"> <a href="/data-fusion" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Cloud Data Fusion" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Cloud Data Fusion </span> </a> </li> <li class="devsite-nav-item"> <a href="/composer" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Cloud Composer" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Cloud Composer </span> </a> </li> <li class="devsite-nav-item"> <a href="/pubsub" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Pub/Sub" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Pub/Sub </span> </a> </li> <li class="devsite-nav-item"> <a href="/eventarc/docs" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Eventarc" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Eventarc </span> </a> </li> <li class="devsite-nav-item"> <a href="/products/management" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Management Tools" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Management Tools </span> </a> </li> <li class="devsite-nav-item"> <a href="/shell" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Cloud Shell" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Cloud Shell </span> </a> </li> <li class="devsite-nav-item"> <a href="/cloud-console" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Cloud console" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Cloud console </span> </a> </li> <li class="devsite-nav-item"> <a href="/endpoints" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Cloud Endpoints" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Cloud Endpoints </span> </a> </li> <li class="devsite-nav-item"> <a href="/iam" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Cloud IAM" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Cloud IAM </span> </a> </li> <li class="devsite-nav-item"> <a href="/apis" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Cloud APIs" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Cloud APIs </span> </a> </li> <li class="devsite-nav-item"> <a href="/private-catalog" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Service Catalog" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Service Catalog </span> </a> </li> <li class="devsite-nav-item"> <a href="/cost-management" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Cost Management" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Cost Management </span> </a> </li> <li class="devsite-nav-item"> <a href="/products/operations" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Operations" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Operations </span> </a> </li> <li class="devsite-nav-item"> <a href="/carbon-footprint" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Carbon Footprint" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Carbon Footprint </span> </a> </li> <li class="devsite-nav-item"> <a href="/config-connector/docs/overview" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Config Connector" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Config Connector </span> </a> </li> <li class="devsite-nav-item"> <a href="/solutions/active-assist" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Active Assist" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Active Assist </span> </a> </li> <li class="devsite-nav-item"> <a href="/products?pds=CAY#managment-tools" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: See all management tools" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > See all management tools </span> </a> </li> <li class="devsite-nav-item"> <a href="/solutions/geospatial" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Maps and Geospatial" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Maps and Geospatial </span> </a> </li> <li class="devsite-nav-item"> <a href="/earth-engine" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Earth Engine" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Earth Engine </span> </a> </li> <li class="devsite-nav-item"> <a href="https://mapsplatform.google.com/" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Google Maps Platform" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Google Maps Platform </span> </a> </li> <li class="devsite-nav-item devsite-nav-heading"> <span class="devsite-nav-title" tooltip > <span class="devsite-nav-text" tooltip > Media Services </span> </span> </li> <li class="devsite-nav-item"> <a href="/cdn" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Cloud CDN" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Cloud CDN </span> </a> </li> <li class="devsite-nav-item"> <a href="/livestream/docs" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Live Stream API" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Live Stream API </span> </a> </li> <li class="devsite-nav-item"> <a href="/opencue" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: OpenCue" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > OpenCue </span> </a> </li> <li class="devsite-nav-item"> <a href="/transcoder/docs" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Transcoder API" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Transcoder API </span> </a> </li> <li class="devsite-nav-item"> <a href="/video-stitcher" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Video Stitcher API" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Video Stitcher API </span> </a> </li> <li class="devsite-nav-item"> <a href="/products/cloud-migration" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Migration" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Migration </span> </a> </li> <li class="devsite-nav-item"> <a href="/migration-center/docs" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Migration Center" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Migration Center </span> </a> </li> <li class="devsite-nav-item"> <a href="/solutions/application-migration" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Application Migration" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Application Migration </span> </a> </li> <li class="devsite-nav-item"> <a href="/migrate/virtual-machines" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Migrate to Virtual Machines" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Migrate to Virtual Machines </span> </a> </li> <li class="devsite-nav-item"> <a href="/foundation-toolkit" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Cloud Foundation Toolkit" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Cloud Foundation Toolkit </span> </a> </li> <li class="devsite-nav-item"> <a href="/database-migration" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Database Migration Service" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Database Migration Service </span> </a> </li> <li class="devsite-nav-item"> <a href="/migrate/containers" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Migrate to Containers" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Migrate to Containers </span> </a> </li> <li class="devsite-nav-item"> <a href="/bigquery-transfer/docs/introduction" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: BigQuery Data Transfer Service" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > BigQuery Data Transfer Service </span> </a> </li> <li class="devsite-nav-item"> <a href="/solutions/cloud-migration-program" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Rapid Migration and Modernization Program" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Rapid Migration and Modernization Program </span> </a> </li> <li class="devsite-nav-item"> <a href="/transfer-appliance/docs/4.0" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Transfer Appliance" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Transfer Appliance </span> </a> </li> <li class="devsite-nav-item"> <a href="/storage-transfer-service" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Storage Transfer Service" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Storage Transfer Service </span> </a> </li> <li class="devsite-nav-item"> <a href="/vmware-engine" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: VMware Engine" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > VMware Engine </span> </a> </li> <li class="devsite-nav-item devsite-nav-heading"> <span class="devsite-nav-title" tooltip > <span class="devsite-nav-text" tooltip > Mixed Reality </span> </span> </li> <li class="devsite-nav-item"> <a href="/immersive-stream/xr" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Immersive Stream for XR" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Immersive Stream for XR </span> </a> </li> <li class="devsite-nav-item"> <a href="/products/networking" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Networking" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Networking </span> </a> </li> <li class="devsite-nav-item"> <a href="/armor" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Cloud Armor" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Cloud Armor </span> </a> </li> <li class="devsite-nav-item"> <a href="/cdn" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Cloud CDN and Media CDN" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Cloud CDN and Media CDN </span> </a> </li> <li class="devsite-nav-item"> <a href="/dns" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Cloud DNS" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Cloud DNS </span> </a> </li> <li class="devsite-nav-item"> <a href="/load-balancing" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Cloud Load Balancing" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Cloud Load Balancing </span> </a> </li> <li class="devsite-nav-item"> <a href="/nat" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Cloud NAT" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Cloud NAT </span> </a> </li> <li class="devsite-nav-item"> <a href="/hybrid-connectivity" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Cloud Connectivity" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Cloud Connectivity </span> </a> </li> <li class="devsite-nav-item"> <a href="/network-connectivity-center" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Network Connectivity Center" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Network Connectivity Center </span> </a> </li> <li class="devsite-nav-item"> <a href="/network-intelligence-center" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Network Intelligence Center" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Network Intelligence Center </span> </a> </li> <li class="devsite-nav-item"> <a href="/network-tiers" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Network Service Tiers" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Network Service Tiers </span> </a> </li> <li class="devsite-nav-item"> <a href="/vpc" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Virtual Private Cloud" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Virtual Private Cloud </span> </a> </li> <li class="devsite-nav-item"> <a href="/private-service-connect" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Private Service Connect" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Private Service Connect </span> </a> </li> <li class="devsite-nav-item"> <a href="/products?pds=CAUSAQ0#networking" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: See all networking products" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > See all networking products </span> </a> </li> <li class="devsite-nav-item"> <a href="/products/operations" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Operations" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Operations </span> </a> </li> <li class="devsite-nav-item"> <a href="/logging" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Cloud Logging" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Cloud Logging </span> </a> </li> <li class="devsite-nav-item"> <a href="/monitoring" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Cloud Monitoring" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Cloud Monitoring </span> </a> </li> <li class="devsite-nav-item"> <a href="/error-reporting" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Error Reporting" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Error Reporting </span> </a> </li> <li class="devsite-nav-item"> <a href="/debugger" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Cloud Debugger" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Cloud Debugger </span> </a> </li> <li class="devsite-nav-item"> <a href="/trace" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Cloud Trace" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Cloud Trace </span> </a> </li> <li class="devsite-nav-item"> <a href="/profiler" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Cloud Profiler" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Cloud Profiler </span> </a> </li> <li class="devsite-nav-item"> <a href="/docs/quotas" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Cloud Quotas" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Cloud Quotas </span> </a> </li> <li class="devsite-nav-item devsite-nav-heading"> <span class="devsite-nav-title" tooltip > <span class="devsite-nav-text" tooltip > Productivity and Collaboration </span> </span> </li> <li class="devsite-nav-item"> <a href="https://about.appsheet.com/home/" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: AppSheet" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > AppSheet </span> </a> </li> <li class="devsite-nav-item"> <a href="/appsheet/automation" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: AppSheet Automation" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > AppSheet Automation </span> </a> </li> <li class="devsite-nav-item"> <a href="https://workspace.google.com/solutions/enterprise/?enterprise-benefits_activeEl=connect/" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Google Workspace" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Google Workspace </span> </a> </li> <li class="devsite-nav-item"> <a href="https://workspace.google.com/essentials/" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Google Workspace Essentials" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Google Workspace Essentials </span> </a> </li> <li class="devsite-nav-item"> <a href="https://workspace.google.com/solutions/ai/" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Gemini for Workspace" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Gemini for Workspace </span> </a> </li> <li class="devsite-nav-item"> <a href="/identity" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Cloud Identity" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Cloud Identity </span> </a> </li> <li class="devsite-nav-item"> <a href="/chrome-enterprise" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Chrome Enterprise" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Chrome Enterprise </span> </a> </li> <li class="devsite-nav-item"> <a href="/products/security-and-identity" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Security and Identity" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Security and Identity </span> </a> </li> <li class="devsite-nav-item"> <a href="/security/products/iam" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Cloud IAM" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Cloud IAM </span> </a> </li> <li class="devsite-nav-item"> <a href="/security/products/sensitive-data-protection" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Sensitive Data Protection" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Sensitive Data Protection </span> </a> </li> <li class="devsite-nav-item"> <a href="/security/products/managed-defense" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Mandiant Managed Defense" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Mandiant Managed Defense </span> </a> </li> <li class="devsite-nav-item"> <a href="/security/products/threat-intelligence" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Google Threat Intelligence" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Google Threat Intelligence </span> </a> </li> <li class="devsite-nav-item"> <a href="/security/products/security-command-center" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Security Command Center" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Security Command Center </span> </a> </li> <li class="devsite-nav-item"> <a href="/security/products/security-key-management" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Cloud Key Management" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Cloud Key Management </span> </a> </li> <li class="devsite-nav-item"> <a href="/security/consulting/mandiant-incident-response-services" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Mandiant Incident Response" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Mandiant Incident Response </span> </a> </li> <li class="devsite-nav-item"> <a href="https://chromeenterprise.google/products/chrome-enterprise-premium/" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Chrome Enterprise Premium" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Chrome Enterprise Premium </span> </a> </li> <li class="devsite-nav-item"> <a href="/security/products/assured-workloads" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Assured Workloads" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Assured Workloads </span> </a> </li> <li class="devsite-nav-item"> <a href="/security/products/security-operations" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Google Security Operations" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Google Security Operations </span> </a> </li> <li class="devsite-nav-item"> <a href="/security/consulting/mandiant-services" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Mandiant Consulting" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Mandiant Consulting </span> </a> </li> <li class="devsite-nav-item"> <a href="/products?pds=CAg#security-and-identity" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: See all security and identity products" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > See all security and identity products </span> </a> </li> <li class="devsite-nav-item"> <a href="/serverless" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Serverless" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Serverless </span> </a> </li> <li class="devsite-nav-item"> <a href="/run" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Cloud Run" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Cloud Run </span> </a> </li> <li class="devsite-nav-item"> <a href="/functions" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Cloud Functions" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Cloud Functions </span> </a> </li> <li class="devsite-nav-item"> <a href="/appengine" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: App Engine" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > App Engine </span> </a> </li> <li class="devsite-nav-item"> <a href="/workflows" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Workflows" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Workflows </span> </a> </li> <li class="devsite-nav-item"> <a href="/api-gateway" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: API Gateway" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > API Gateway </span> </a> </li> <li class="devsite-nav-item"> <a href="/products/storage" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Storage" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Storage </span> </a> </li> <li class="devsite-nav-item"> <a href="/storage" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Cloud Storage" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Cloud Storage </span> </a> </li> <li class="devsite-nav-item"> <a href="/products/block-storage" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Block Storage" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Block Storage </span> </a> </li> <li class="devsite-nav-item"> <a href="/filestore" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Filestore" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Filestore </span> </a> </li> <li class="devsite-nav-item"> <a href="/persistent-disk" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Persistent Disk" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Persistent Disk </span> </a> </li> <li class="devsite-nav-item"> <a href="https://firebase.google.com/products/storage/" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Cloud Storage for Firebase" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Cloud Storage for Firebase </span> </a> </li> <li class="devsite-nav-item"> <a href="/local-ssd" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Local SSD" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Local SSD </span> </a> </li> <li class="devsite-nav-item"> <a href="/storage-transfer-service" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Storage Transfer Service" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Storage Transfer Service </span> </a> </li> <li class="devsite-nav-item"> <a href="/parallelstore" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Parallelstore" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Parallelstore </span> </a> </li> <li class="devsite-nav-item"> <a href="/netapp-volumes" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Google Cloud NetApp Volumes" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Google Cloud NetApp Volumes </span> </a> </li> <li class="devsite-nav-item"> <a href="/backup-disaster-recovery" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Backup and DR Service" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Backup and DR Service </span> </a> </li> <li class="devsite-nav-item"> <a href="/web3" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Web3" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Web3 </span> </a> </li> <li class="devsite-nav-item"> <a href="/blockchain-node-engine" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Blockchain Node Engine" track-type="navMenu" track-metadata-eventDetail="globalMenu" track-metadata-position="nav"> <span class="devsite-nav-text" tooltip > Blockchain Node Engine </span> </a> </li> <li class="devsite-nav-item"> <a href="/products/blockchain-rpc" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Blockchain RPC" track-type="navMenu" 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project-icon="https://www.gstatic.com/devrel-devsite/prod/v870e399c64f7c43c99a3043db4b3a74327bb93d0914e84a0c3dba90bbfd67625/cloud/images/favicons/onecloud/super_cloud.png" > <button> Send feedback </button> </devsite-feedback> <h1 class="devsite-page-title" tabindex="-1"> Manage identity and access </h1> <devsite-feature-tooltip ack-key="AckCollectionsBookmarkTooltipDismiss" analytics-category="Site-Wide Custom Events" analytics-action-show="Callout Profile displayed" analytics-action-close="Callout Profile dismissed" analytics-label="Create Collection Callout" class="devsite-page-bookmark-tooltip nocontent" dismiss-button="true" id="devsite-collections-dropdown" dismiss-button-text="Dismiss" close-button-text="Got it"> <devsite-bookmark></devsite-bookmark> <span slot="popout-heading"> Stay organized with collections </span> <span slot="popout-contents"> Save and categorize content based on your preferences. </span> </devsite-feature-tooltip> <div class="devsite-page-title-meta"><devsite-view-release-notes></devsite-view-release-notes></div> <devsite-toc class="devsite-nav" depth="2" devsite-toc-embedded > </devsite-toc> <div class="devsite-article-body clearfix "> <div class="last-reviewed">Last reviewed 2023-08-08 UTC</div> <meta name="description" content="Architecture Framework security best practices for identity and access management." /> <p>This document in the <a href="/architecture/framework" track-type="bestPractices" track-name="internalLink" track-metadata-position="body">Google Cloud Architecture Framework</a> provides best practices for managing identity and access.</p> <p>The practice of identity and access management (generally referred to as <em>IAM</em>) helps you ensure that the right people can access the right resources. IAM addresses the following aspects of authentication and authorization:</p> <ul> <li>Account management, including provisioning</li> <li>Identity governance</li> <li>Authentication</li> <li>Access control (authorization)</li> <li>Identity federation</li> </ul> <p>Managing IAM can be challenging when you have different environments or you use multiple identity providers. However, it's critical that you set up a system that can meet your business requirements while mitigating risks.</p> <p>The recommendations in this document help you review your current IAM policies and procedures and determine which of those you might need to modify for your workloads in Google Cloud. For example, you must review the following:</p> <ul> <li>Whether you can use existing groups to manage access or whether you need to create new ones.</li> <li>Your authentication requirements (such as <a href="https://wikipedia.org/wiki/Multi-factor_authentication" target="external" track-type="bestPractices" track-name="externalLink" track-metadata-position="body" class="external">multi-factor authentication (MFA)</a> using a token).</li> <li>The impact of service accounts on your current policies.</li> <li>If you're using Google Cloud for disaster recovery, maintaining appropriate separation of duties.</li> </ul> <p>Within Google Cloud, you use <a href="/identity/docs/overview" track-type="bestPractices" track-name="internalLink" track-metadata-position="body">Cloud Identity</a> to authenticate your users and resources and Google's <a href="/iam/docs" track-type="bestPractices" track-name="internalLink" track-metadata-position="body">Identity and Access Management (IAM)</a> product to dictate resource access. Administrators can restrict access at the organization, folder, project, and resource level. Google IAM policies dictate who can do what on which resources. Correctly configured IAM policies help secure your environment by preventing unauthorized access to resources.</p> <p>For more information, see <a href="/architecture/identity" track-type="bestPractices" track-name="internalLink" track-metadata-position="body">Overview of identity and access management</a>.</p> <h2 id="use_a_single_identity_provider" data-text="Use a single identity provider" tabindex="-1">Use a single identity provider</h2> <p>Many of our customers have user accounts that are managed and provisioned by identity providers outside of Google Cloud. Google Cloud supports <a href="https://wikipedia.org/wiki/Federated_identity" target="external" track-type="bestPractices" track-name="externalLink" track-metadata-position="body" class="external">federation</a> with most identity providers and with on-premises directories such as <a href="/architecture/identity/federating-gcp-with-active-directory-introduction" track-type="bestPractices" track-name="internalLink" track-metadata-position="body">Active Directory</a>.</p> <p>Most identity providers let you enable single sign-on (SSO) for your users and groups. For applications that you deploy on Google Cloud and that use your external identity provider, you can extend your identity provider to Google Cloud. For more information, see <a href="/architecture/identity/reference-architectures" track-type="bestPractices" track-name="internalLink" track-metadata-position="body">Reference architectures</a> and <a href="/architecture/patterns-for-authenticating-corporate-users-in-a-hybrid-environment" track-type="bestPractices" track-name="internalLink" track-metadata-position="body">Patterns for authentication corporate users in a hybrid environment</a>.</p> <p>If you don't have an existing identity provider, you can use either <a href="/identity" track-type="bestPractices" track-name="internalLink" track-metadata-position="body">Cloud Identity Premium</a> or <a href="https://workspace.google.com/" track-type="bestPractices" track-name="internalLink" track-metadata-position="body">Google Workspace</a> to manage identities for your employees.</p> <h2 id="protect_the_super_admin_account" data-text="Protect the super admin account" tabindex="-1">Protect the super admin account</h2> <p>The super admin account (managed by Google Workspace or Cloud Identity) lets you create your <a href="/resource-manager/docs/creating-managing-organization" track-type="bestPractices" track-name="internalLink" track-metadata-position="body">Google Cloud organization</a>. This admin account is therefore highly privileged. Best practices for this account include the following:</p> <ul> <li>Create a new account for this purpose; don't use an existing user account.</li> <li>Create and protect backup accounts.</li> <li>Enable MFA.</li> </ul> <p>For more information, see <a href="/resource-manager/docs/super-admin-best-practices" track-type="bestPractices" track-name="internalLink" track-metadata-position="body">Super administrator account best practices</a>.</p> <h2 id="plan-workload-ids" data-text="Plan your use of service accounts" tabindex="-1">Plan your use of service accounts</h2> <p>A <a href="/iam/docs/understanding-service-accounts" track-type="bestPractices" track-name="internalLink" track-metadata-position="body">service account</a> is a Google account that applications can use to <a href="https://developers.google.com/identity/protocols/OAuth2ServiceAccount#authorizingrequests" target="dgc" track-type="bestPractices" track-name="dgcLink" track-metadata-position="body">call the Google API of a service</a>.</p> <p>Unlike your user accounts, service accounts are created and managed within Google Cloud. Service accounts also authenticate differently than user accounts:</p> <ul> <li>To let an application running on Google Cloud authenticate using a service account, you can <a href="/iam/docs/attach-service-accounts#attaching-to-resources">attach a service account</a> to the compute resource the application runs on.</li> <li>To let an application running on GKE authenticate using a service account, you can use <a href="/kubernetes-engine/docs/how-to/workload-identity" track-type="bestPractices" track-name="internalLink" track-metadata-position="body">Workload Identity</a>.</li> <li>To let applications running outside of Google Cloud authenticate using a service account, you can use <a href="/iam/docs/workload-identity-federation" track-type="bestPractices" track-name="internalLink" track-metadata-position="body">Workload identity federation</a> </li> </ul> <p>When you use service accounts, you must consider an appropriate segregation of duties during your design process. Note the API calls that you must make, and determine the service accounts and associated roles that the API calls require. For example, if you're setting up a BigQuery data warehouse, you probably need identities for at least the following processes and services:</p> <ul> <li>Cloud Storage or Pub/Sub, depending on whether you're providing a batch file or creating a streaming service.</li> <li><a href="/dataflow/docs/concepts/security-and-permissions#security_and_permissions_for_pipelines_on" track-type="bestPractices" track-name="internalLink" track-metadata-position="body">Dataflow</a> and Sensitive Data Protection to de-identify sensitive data.</li> </ul> <p>For more information, see <a href="/iam/docs/best-practices-service-accounts" track-type="bestPractices" track-name="internalLink" track-metadata-position="body">Best practices for working with service accounts</a>.</p> <h2 id="update_your_identity_processes_for_the_cloud" data-text="Update your identity processes for the cloud" tabindex="-1">Update your identity processes for the cloud</h2> <p>Identity governance lets you track access, risks, and policy violations so that you can support your regulatory requirements. This governance requires that you have processes and policies in place so that you can grant and audit access control roles and permissions to users. Your processes and policies must reflect the requirements of your environments—for example, test, development, and production.</p> <p>Before you deploy workloads on Google Cloud, review your current identity processes and update them if appropriate. Ensure that you appropriately <a href="/architecture/identity/best-practices-for-planning" track-type="bestPractices" track-name="internalLink" track-metadata-position="body">plan</a> for the types of accounts that your organization needs and that you have a good understanding of their role and access requirements.</p> <p>To help you audit Google IAM activities, Google Cloud creates <a href="/iam/docs/audit-logging" track-type="bestPractices" track-name="internalLink" track-metadata-position="body">audit logs</a>, which include the following:</p> <ul> <li>Administrator activity. This logging can't be disabled.</li> <li>Data access activity. You must <a href="/logging/docs/audit/configure-data-access#config-console-enable" track-type="bestPractices" track-name="internalLink" track-metadata-position="body">enable</a> this logging.</li> </ul> <p>If necessary for compliance purposes, or if you want to set up log analysis (for example, with your SIEM system), you can <a href="/logging/docs/export" track-type="bestPractices" track-name="internalLink" track-metadata-position="body">export the logs</a>. Because logs can increase your storage requirements, they might affect your costs. Ensure that you log only the actions that you require, and set appropriate retention schedules.</p> <h2 id="ssomfa" data-text="Set up SSO and MFA" tabindex="-1">Set up SSO and MFA</h2> <p>Your identity provider manages user account authentication. Federated identities can authenticate to Google Cloud using SSO. For privileged accounts, such as super admins, you should configure MFA. <a href="/titan-security-key" track-type="bestPractices" track-name="internalLink" track-metadata-position="body">Titan Security Keys</a> are physical tokens that you can use for two-factor authentication (2FA) to help prevent phishing attacks.</p> <p><a href="/identity" track-type="bestPractices" track-name="internalLink" track-metadata-position="body">Cloud Identity</a> supports MFA using various methods. For more information, see <a href="/identity/solutions/enforce-mfa" track-type="bestPractices" track-name="internalLink" track-metadata-position="body">Enforce uniform MFA to company-owned resources</a>.</p> <p>Google Cloud supports authentication for workload identities using the OAuth 2.0 protocol or <a href="https://developers.google.com/identity/protocols/oauth2/service-account#jwt-auth" target="dgc" track-type="bestPractices" track-name="dgcLink" track-metadata-position="body">signed JSON Web Tokens (JWT)</a>. For more information about workload authentication, see <a href="/docs/authentication" track-type="bestPractices" track-name="internalLink" track-metadata-position="body">Authentication overview</a>.</p> <h2 id="implement_least_privilege_and_separation_of_duties" data-text="Implement least privilege and separation of duties" tabindex="-1">Implement least privilege and separation of duties</h2> <p>You must ensure that the right individuals get access only to the resources and services that they need in order to perform their jobs. That is, you should follow the <a href="https://wikipedia.org/wiki/Principle_of_least_privilege" target="external" track-type="bestPractices" track-name="externalLink" track-metadata-position="body" class="external">principle of least privilege</a>. In addition, you must ensure there is an appropriate <a href="/binary-authorization/docs/reference/organizational-and-iam-roles" track-type="bestPractices" track-name="internalLink" track-metadata-position="body">separation of duties</a>.</p> <p>Overprovisioning user access can increase the risk of insider threat, misconfigured resources, and non-compliance with audits. Underprovisioning permissions can prevent users from being able to access the resources they need in order to complete their tasks.</p> <p>One way to avoid overprovisioning is to implement <em>just-in-time privileged access</em> — that is, to <a href="/architecture/manage-just-in-time-privileged-access-to-project">provide privileged access only as needed, and to only grant it temporarily</a>.</p> <p>Be aware that when a Google Cloud organization is created, all users in your domain are granted the Billing Account Creator and Project Creator roles by default. Identify the users who will perform these duties, and revoke these roles from other users. For more information, see <a href="/resource-manager/docs/creating-managing-organization" track-type="bestPractices" track-name="internalLink" track-metadata-position="body">Creating and managing organizations</a>.</p> <p>For more information about how roles and permissions work in Google Cloud, see <a href="/iam/docs/overview" track-type="bestPractices" track-name="internalLink" track-metadata-position="body">Overview</a> and <a href="/iam/docs/understanding-roles" track-type="bestPractices" track-name="internalLink" track-metadata-position="body">Understanding roles</a> in the IAM documentation. For more information about enforcing least privilege, see <a href="/iam/docs/recommender-overview" track-type="bestPractices" track-name="internalLink" track-metadata-position="body">Enforce least privilege with role recommendations</a>.</p> <h2 id="audit_access" data-text="Audit access" tabindex="-1">Audit access</h2> <p>To monitor the activities of privileged accounts for deviations from approved conditions, use <a href="/audit-logs" track-type="bestPractices" track-name="internalLink" track-metadata-position="body">Cloud Audit Logs</a>. Cloud Audit Logs records the actions that members in your Google Cloud organization have taken in your Google Cloud resources. You can work with various <a href="/logging/docs/audit/understanding-audit-logs" track-type="bestPractices" track-name="internalLink" track-metadata-position="body">audit log types</a> across <a href="/logging/docs/audit/services" track-type="bestPractices" track-name="internalLink" track-metadata-position="body">Google services</a>. For more information, see <a href="https://www.youtube.com/watch?v=dqoZEfJ7UbM" target="youtube" track-type="bestPractices" track-name="youtubeLink" track-metadata-position="body">Using Cloud Audit Logs to Help Manage Insider Risk (video)</a>.</p> <p>Use <a href="/recommender/docs" track-type="bestPractices" track-name="internalLink" track-metadata-position="body">IAM recommender</a> to track usage and to adjust permissions where appropriate. The roles that are recommended by IAM recommender can help you determine which roles to grant to a user based on the user's past behavior and on other criteria. For more information, see <a href="/iam/docs/recommender-best-practices" track-type="bestPractices" track-name="internalLink" track-metadata-position="body">Best practices for role recommendations</a>.</p> <p>To audit and control access to your resources by Google support and engineering personnel, you can use <a href="/access-transparency" track-type="bestPractices" track-name="internalLink" track-metadata-position="body">Access Transparency</a>. Access Transparency records the actions taken by Google personnel. Use <a href="/assured-workloads/access-approval/docs/overview" track-type="bestPractices" track-name="internalLink" track-metadata-position="body">Access Approval</a>, which is part of Access Transparency, to grant explicit approval every time customer content is accessed. For more information, see <a href="/architecture/framework/security/data-security#control_cloud_administrators_access_to_your_data" track-type="bestPractices" track-name="internalLink" track-metadata-position="body">Control cloud administrators' access to your data</a>.</p> <h2 id="automate_your_policy_controls" data-text="Automate your policy controls" tabindex="-1">Automate your policy controls</h2> <p>Set access permissions programmatically whenever possible. For best practices, see <a href="/architecture/security-foundations/preventative-controls#organization-policy" track-type="bestPractices" track-name="internalLink" track-metadata-position="body">Organization policy constraints</a>. The Terraform scripts for the enterprise foundations blueprint are in the <a href="https://github.com/terraform-google-modules/terraform-example-foundation/tree/master/1-org" target="github" track-type="bestPractices" track-name="gitHubLink" track-metadata-position="body" class="external">example foundation repository</a>.</p> <p>Google Cloud includes <a href="/policy-intelligence" track-type="bestPractices" track-name="internalLink" track-metadata-position="body">Policy Intelligence</a>, which lets you automatically review and update your access permissions. Policy Intelligence includes the <a href="/iam/docs/recommender-overview" track-type="bestPractices" track-name="internalLink" track-metadata-position="body">Recommender</a>, <a href="/iam/docs/troubleshooting-access" track-type="bestPractices" track-name="internalLink" track-metadata-position="body">Policy Troubleshooter</a>, and <a href="/asset-inventory/docs/analyzing-iam-policy" track-type="bestPractices" track-name="internalLink" track-metadata-position="body">Policy Analyzer</a> tools, which do the following:</p> <ul> <li>Provide recommendations for IAM role assignment.</li> <li>Monitor and help prevent overly permissive IAM policies.</li> <li>Assist with troubleshooting access-control-related issues.</li> </ul> <h2 id="set_restrictions_on_resources" data-text="Set restrictions on resources" tabindex="-1">Set restrictions on resources</h2> <p>Google <a href="/iam" track-type="bestPractices" track-name="internalLink" track-metadata-position="body">IAM</a> focuses on <em>who</em>, and it lets you <a href="/resource-manager/docs/access-control-org" track-type="bestPractices" track-name="internalLink" track-metadata-position="body">authorize</a> who can act on specific resources based on permissions. The <a href="/resource-manager/docs/organization-policy/overview" track-type="bestPractices" track-name="internalLink" track-metadata-position="body">Organization Policy Service</a> focuses on <em>what</em>, and it lets you set restrictions on resources to specify how they can be configured. For example, you can use an organization policy to do the following:</p> <ul> <li><a href="/resource-manager/docs/organization-policy/restricting-domains" track-type="bestPractices" track-name="internalLink" track-metadata-position="body">Limit resource sharing</a> based on domain.</li> <li><a href="/resource-manager/docs/organization-policy/restricting-service-accounts" track-type="bestPractices" track-name="internalLink" track-metadata-position="body">Limit the use of service accounts</a>.</li> <li><a href="/resource-manager/docs/organization-policy/defining-locations" track-type="bestPractices" track-name="internalLink" track-metadata-position="body">Restrict the physical location</a> of newly created resources.</li> </ul> <p>In addition to using organizational policies for these tasks, you can restrict access to resources using one of the following methods:</p> <ul> <li><a href="/iam/docs/tags-access-control" track-type="bestPractices" track-name="internalLink" track-metadata-position="body">Use tags</a> to manage access to your resources without defining the access permissions on each resource. Instead, you add the tag and then set the access definition for the tag itself.</li> <li><a href="/iam/docs/conditions-overview" track-type="bestPractices" track-name="internalLink" track-metadata-position="body">Use IAM Conditions</a> for conditional, attribute-based control of access to resources.</li> <li>Implement defense-in-depth using <a href="/vpc-service-controls/docs" track-type="bestPractices" track-name="internalLink" track-metadata-position="body">VPC Service Controls</a> to further restrict access to resources.</li> </ul> <p>For more information about resource management, see <a href="/architecture/landing-zones/decide-resource-hierarchy" track-type="bestPractices" track-name="internalLink" track-metadata-position="body">Decide a resource hierarchy for your Google Cloud landing zone</a>.</p> <h2 id="whats_next" data-text="What's next" tabindex="-1">What's next</h2> <p>Learn more about IAM with the following resources:</p> <ul> <li><p><a href="/architecture/framework/security/compute-container-security" track-type="bestPractices" track-name="internalLink" track-metadata-position="body">Implement compute and container security</a> (next document in this series)</p></li> <li><p><a href="/iam/docs/using-iam-securely" track-type="bestPractices" track-name="internalLink" track-metadata-position="body">Using IAM securely</a> </p></li> <li><p><a href="/architecture/identity/reference-architectures#using_google_as_an_idp" track-type="bestPractices" track-name="internalLink" track-metadata-position="body">Reference architectures</a> </p></li> <li><p><a href="/blog/products/identity-security/achieve-least-privilege-with-less-effort-using-iam-recommender" track-type="bestPractices" track-name="internalLink" track-metadata-position="body">IAM Recommender: least privilege with less effort</a> </p></li> <li><p><a href="/security/privacy" track-type="bestPractices" track-name="internalLink" track-metadata-position="body">Cloud Data Privacy</a> </p></li> <li><p><a href="/architecture/identity" track-type="bestPractices" track-name="internalLink" track-metadata-position="body">Overview of identity and access management</a> </p></li> </ul> <devsite-hats-survey class="nocontent" hats-id="mwETRvWii0eU5NUYprb0Y9z5GVbc" listnr-id="83405"></devsite-hats-survey> </div> <devsite-thumb-rating position="footer"> </devsite-thumb-rating> <devsite-feedback position="footer" project-name="Cloud Architecture Center" product-id="5313931" 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-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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