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overview of migration migration center virtual machine migration migrate to virtual machines migrate to containers mainframe modernization mainframe assessment tool mainframe connector dual run see additional products on overview page networking overview of networking connectivity core networking virtual private cloud vpc cloud number registry cloud nat network service tiers hybrid networking network connectivity center cloud vpn cloud interconnect cloud router scalability core services cloud dns cloud load balancing service extensions cloud domains cdn media cdn cloud cdn networking security cloud ngfw secure access connect network security integration secure web proxy vpc service controls google cloud armor cloud ids see additional products on overview page networking observability network intelligence center vpc flow logs see additional products on overview page selected related products cloud service mesh data transfer essentials observability and monitoring overview of 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service confidential computing secret manager sensitive data protection see additional products on overview page network security chrome enterprise premium spectrum access system see additional products on overview page selected related products assured open source software sovereign controls by partners storage overview of storage backing up your data resources backup and dr service backup for gke storage solutions cloud storage filestore netapp volumes managed lustre see additional products on overview page data transfer storage transfer service transfer appliance ai and ml application development application hosting compute data analytics and pipelines databases distributed hybrid and multicloud industry solutions migration networking observability and monitoring security storage access and resources management costs and usage management infrastructure as code sdk languages frameworks and tools home documentation application hosting google kubernetes engine gke google kubernetes engine documentation read product documentation deploy manage and scale containerized applications on kubernetes powered by google cloud go to the google kubernetes engine product page for more get started for free start your proof of concept with 300 in free credit develop with our latest generative ai models and tools get free usage of 20 popular products including compute engine and ai apis no automatic charges no commitment view free product offers keep exploring with 20 always free products access 20 free products for common use cases including ai apis vms data warehouses and more documentation resources find quickstarts and guides review key references and get help with common issues format_list_numbered guides quickstart create a cluster and deploy a workload configuring cluster access for kubectl access google cloud apis from gke workloads gke best practices documentation gke fleet management documentation gke security documentation gke networking documentation gke ai ml documentation policy controller documentation info ai ml on gke tutorials ai ml orchestration on gke core concept about gpus in gke core skill use gpus in gke serve gemma open models using gpus with vllm serve gemma open models with hugging face tgi serve an llm with multiple gpus in gke deploy gpus for batch workloads with dynamic workload scheduler about ray on gke group_work references and resources rest api api permissions api organization and structure gcloud container commands kubernetes documentation kubectl commands release notes release schedule security bulletins security patching pricing related resources training and tutorials use cases explore self paced training use cases reference architectures and code samples with examples of how to use and connect google cloud services training training and tutorials architecting with kubernetes engine this course features a combination of lectures demos and hands on labs to help you explore and deploy solution elements including infrastructure components like pods containers deployments and services along with networks and application services training training and tutorials kubernetes qwik start lab learn how to deploy a containerized application with kubernetes engine in less than 30 minutes training training and tutorials serve llms for ai ml inference using gpus on gke with vllm this tutorial demonstrates how to use graphical processinng units gpus on gke to run large language models llms for ai ml inference training training and tutorials create a cluster and deploy a workload in the google cloud console learn how to create a kubernetes cluster and deploy a hello world web app in google cloud console training training and tutorials setting up http s load balancing with ingress this tutorial shows how to run a web application behind an external http s load balancer by configuring the ingress resource training training and tutorials configuring domain names with static ip addresses this tutorial demonstrates how to expose your web application to the internet on a static external ip address and configure dns records of your domain name to point to your application use case use cases best practices for continuous integration and delivery to google kubernetes engine learn best practices for continuous integration and continuous delivery to gke from source control to deployment strategies ci cd gitops use case use cases configuring privately used public ips for gke apply privately used public ip addresses for google kubernetes engine pod address blocks vpc networking use case use cases best practices for running cost optimized kubernetes applications on gke take advantage of the elasticity provided by google cloud when running cost optimized applications on gke costs use case use cases modernization path for net applications on google cloud learn a gradual and structured process for modernizing monolithic applications windows net migration related videos try gke for yourself 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