With data-intensive workloads, you can select from these options to best meet your organization's needs:
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Documentation resourcesFind quickstarts and guides, review key references, and get help with common issues.
Explore self-paced training, use cases, reference architectures, and code samples with examples of how to use and connect Google Cloud services.
TrainingTraining and tutorials
Deploy a Qdrant vector database to GKEDeploy a Qdrant vector database cluster to GKE.
TrainingTraining and tutorials
Deploy PostgreSQL to GKE using CloudNativPGDeploy PostgreSQL to GKE clusters using the CloudNativePG operator.
TrainingTraining and tutorials
Deploy PostgreSQL to GKE using ZalandoDeploy PostgreSQL to GKE clusters using the Zalando operator.
TrainingTraining and tutorials
Deploy Redis to GKE using Redis EnterpriseDeploy Redis to GKE clusters using the Redis Enterprise operator.
TrainingTraining and tutorials
Deploy Apache Kafka to GKE using ConfluentDeploy Apache Kafka to GKE clusters using the Confluent operator.
TrainingTraining and tutorials
Deploy Apache Kafka to GKE using StrimziDeploy Apache Kafka to GKE clusters using the Strimzi operator.
TrainingTraining and tutorials
Deploy an app using GKE Autopilot and Cloud SpannerDeploy a containerized web app to a GKE Autopilot cluster, and use a Google Cloud Spanner database in the backend to store data.
TrainingTraining and tutorials
Deploy a stateful MySQL cluster on GKEDeploy a MySQL InnoDB cluster and MySQL router middleware on GKE.
TrainingTraining and tutorials
Deploy a highly-available Kafka cluster on GKEDeploy highly-available Kafka clusters on GKE to build streaming data pipelines.
TrainingTraining and tutorials
Connect to Cloud SQL from an Application in Kubernetes EngineConnect an app in GKE to Cloud SQL using the Cloud SQL Proxy container.
TrainingTraining and tutorials
Deploy a Redis cluster on GKELearn how to create and deploy a highly-available Redis cluster.
TrainingTraining and tutorials
Using the Compute Engine persistent disk CSI DriverProvision and connect to volumes backed by Compute Engine PDs.
TrainingTraining and tutorials
Connecting Cloud Spanner with GKE AutopilotLearn to connect several backend services running on GKE Autopilot to a Cloud Spanner database, using Terraform and Workload Identity.
TrainingTraining and tutorials
Running a MongoDB Database in Kubernetes with StatefulSetsLearn to set up a MongoDB database with a StatefulSet.
TrainingTraining and tutorials
Run a Spark job on Dataproc on GKECreate a Dataproc on GKE virtual cluster, then run a Spark job on the cluster.
TrainingTraining and tutorials
Deploy Memcached on GKELearn to deploy a cluster of distributed Memcached servers on GKE.
Use caseUse cases
El Carro drives change for RegnologyEl Carro is an open-source Kubernetes operator for automating Oracle database management.
Oracle GKE
Use caseUse cases
Announcing Cloud Storage FUSE and GKE CSI driver for AI/ML workloadsAccess AI/ML data stored in Google Cloud Storage in containers running on GKE using file semantics.
AI/ML GKE
Use caseUse cases
Backup for GKEBackup for GKE is a service for backing up and restoring workloads in GKE clusters.
Backup for GKE
Use caseUse cases
Scaling Microservices Applications: From Open Source to Redis Enterprise on Google CloudTransition from open source to enterprise-ready using Google Cloud and Redis.
Redis GKE
Use caseUse cases
Connecting Google Kubernetes Engine to Cloud SQL using the Auth Proxy OperatorSimplify connecting connecting GKE to Cloud SQL.
Cloud SQL GKE
Code sampleCode Samples
Stateful PostgreSQL sampleBuild and deploy a stateful PostgreSQL cluster using Kubernetes and Day 1 and 2 operations such as Monitoring with Cloud Monitor and disaster recovery with Backup for GKE.
Code sampleCode Samples
Stateful MySQL sampleDeploy a MySQL database instance on GKE with the necessary naming and configuration to create a MySQL InnoDB Cluster.
Code sampleCode Samples
Stateful Kafka sampleBuild and deploy a stateful Kafka cluster using Kubernetes and Day 1 and 2 operations such as Monitoring with Cloud Monitor and disaster recovery with Backup for GKE.
Code sampleCode Samples
Stateful workload with Filestore sampleCreate Deployments that read and write to the NFS (Network File System).
Related videosExcept as otherwise noted, the content of this page is licensed under the Creative Commons Attribution 4.0 License, and code samples are licensed under the Apache 2.0 License. For details, see the Google Developers Site Policies. Java is a registered trademark of Oracle and/or its affiliates.
Last updated 2025-08-12 UTC.
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