Recomendações para ajudar você a planejar e provisionar recursos de acordo com os requisitos e padrões de consumo das cargas de trabalho na nuvem.open_in_new
Crie uma instância de máquina virtual (VM) usando uma imagem do disco de inicialização, um snapshot de disco de inicialização ou uma imagem de contêiner.
Use dispositivos de armazenamento de rede duráveis que podem ser acessados pelas instâncias de máquina virtual (VM), como discos físicos em um computador ou servidor.
Um tipo de máquina virtual que melhora o desempenho e a segurança de cargas de trabalho com muita memória usando a virtualização de criptografia segura (SEV) da AMD.
Migração
Abra esta seção para conferir produtos e documentação relevantes.
Uma arquitetura de supercomputador que usa o codesign no nível do sistema para aumentar a eficiência e a produtividade no treinamento, ajuste e veiculação de IA.
[[["Fácil de entender","easyToUnderstand","thumb-up"],["Meu problema foi resolvido","solvedMyProblem","thumb-up"],["Outro","otherUp","thumb-up"]],[["Difícil de entender","hardToUnderstand","thumb-down"],["Informações incorretas ou exemplo de código","incorrectInformationOrSampleCode","thumb-down"],["Não contém as informações/amostras de que eu preciso","missingTheInformationSamplesINeed","thumb-down"],["Problema na tradução","translationIssue","thumb-down"],["Outro","otherDown","thumb-down"]],["Última atualização 2025-09-04 UTC."],[[["\u003cp\u003eGoogle Cloud offers diverse compute options, including virtual machines tailored for machine learning, high-performance computing, and various other workloads.\u003c/p\u003e\n"],["\u003cp\u003eYou can optimize your cloud resource usage and performance using the recommendations provided by the Well-Architected Framework, which includes planning and provisioning resources for workload needs.\u003c/p\u003e\n"],["\u003cp\u003eGoogle Cloud provides a unified Migration Center to facilitate migrating from on-premises or other cloud environments to Google Cloud, including options for VMs and containers.\u003c/p\u003e\n"],["\u003cp\u003eVarious compute technology products are available for specific use cases, such as AI Hypercomputer for AI tasks, Batch for scalable batch jobs, and Cloud GPUs for machine learning and scientific computing.\u003c/p\u003e\n"],["\u003cp\u003eA wide range of related products and guides are offered, such as SAP and VMware integrations, as well as tools for managing network access and storage, to help manage your cloud infrastructure.\u003c/p\u003e\n"]]],[],null,["# Compute\n=======\n\nDocumentation and resources for running your workloads on virtual machines for ML, high-performance computing, and more.\n[Get started for free](https://console.cloud.google.com/freetrial) \n\n#### Start your proof of concept with $300 in free credit\n\n- Get access to Gemini 2.0 Flash Thinking\n- Free monthly usage of popular products, including AI APIs and BigQuery\n- No automatic charges, no commitment \n[View free product offers](/free/docs/free-cloud-features#free-tier) \n\n#### Keep exploring with 20+ always-free products\n\n\nAccess 20+ free products for common use cases, including AI APIs, VMs, data warehouses,\nand more.\n\nExplore compute in Google Cloud\n-------------------------------\n\nRead documentation and Cloud Architecture Center articles about compute-related products, capabilities, and procedures. \n[account_tree](/architecture/deployment-archetypes) \n\n### [Google Cloud deployment archetypes](/architecture/deployment-archetypes)\n\nLearn about the six deployment archetypes, including the use cases and design considerations for each deployment archetype.[open_in_new](/architecture/deployment-archetypes) \n[account_tree](/architecture/framework/cost-optimization/optimize-resource-usage) \n\n### [Optimize resource usage](/architecture/framework/cost-optimization/optimize-resource-usage)\n\nRecommendations to help you plan and provision resources to match the requirements and consumption patterns of your cloud workloads.[open_in_new](/architecture/framework/cost-optimization/optimize-resource-usage) \n[account_tree](/architecture/framework/performance-optimization) \n\n### [Google Cloud Well-Architected Framework: Performance optimization](/architecture/framework/performance-optimization)\n\nRecommendations to optimize the performance of workloads in Google Cloud.[open_in_new](/architecture/framework/performance-optimization)\n\nTraining, blog articles, and more\n---------------------------------\n\nGo to training courses, blog articles, and other related resources. \n[school](https://www.cloudskillsboost.google/paths/36/course_templates/153) \n\n### [Google Cloud computing foundations](https://www.cloudskillsboost.google/paths/36/course_templates/153)\n\nStudy cloud computing, ways to use Google Cloud, and different compute options.[open_in_new](https://www.cloudskillsboost.google/paths/36/course_templates/153) \n[cloud](/hosting-options) \n\n### [Hosting applications on Google Cloud](/hosting-options)\n\nLearn about the wide range of options for hosting applications on Google Cloud.[open_in_new](/hosting-optins)\n\nCompute products by use case\n----------------------------\n\nExpand sections or use the filter to find products and guides for typical use cases. \n\n### Virtual machines\n\n\nCreate a VM. \n\n#### [Compute Engine](/compute/docs)\n\nConfigure and deploy scalable, high-performance virtual machine (VM) instances and instance groups. \n\n#### [Create and start a VM instance](/compute/docs/instances/create-start-instance)\n\nCreate a virtual machine (VM) instance by using a boot disk image, a boot disk snapshot, or a container image. \n\n#### [Capacity Planner](/capacity-planner/docs)\n\nGet visibility into your project's use of virtual machine (VM) instance resources. \n\n#### [Regions and zones](/compute/docs/regions-zones)\n\nCompute Engine resources are hosted in multiple locations worldwide. These locations are composed of regions and zones.\n\n### Images\n\n\nOS images for virtual machines. \n\n#### [OS images](/compute/docs/images)\n\nUse operating system (OS) images to create boot disks for your virtual machine (VM) instances. \n\n#### [Operating system details](/compute/docs/images/os-details)\n\nLearn general operating system (OS) details and feature support for the OS images that are available on Compute Engine. \n\n#### [Container-Optimized OS](/container-optimized-os/docs)\n\nBring up your Docker containers on Google Cloud quickly, efficiently, and securely. \n\n#### [Deep Learning VM Images](/deep-learning-vm/docs)\n\nDeploy VM images that are optimized for data science and ML tasks.\n\n### Block storage\n\n\nExpand this section to see relevant products and documentation. \n\n#### [Local SSD](/compute/docs/disks/local-ssd)\n\nProvide always-encrypted solid-state storage for Compute Engine VMs. \n\n#### [Persistent Disk](/compute/docs/disks/persistent-disks)\n\nUse durable network storage devices that your virtual machine (VM) instances can access like physical disks in a desktop or a server. \n\n#### [Hyperdisk](/compute/docs/disks/hyperdisks)\n\nUse scalable, high-performance storage service with a comprehensive suite of data persistence and management capabilities.\n\n### Confidential computing\n\n\nExpand this section to see relevant products and documentation. \n\n#### [Confidential VM](/confidential-computing/confidential-vm/docs)\n\nA type of virtual machine that enables enhanced performance and security for high-memory workloads using AMD Secure Encrypted Virtualization (SEV).\n\n### Migration\n\n\nExpand this section to see relevant products and documentation. \n\n#### [Google Cloud Migration Center](/migration-center/docs)\n\nUnified platform that helps you accelerate your end-to-end cloud journey from your current on-premises or cloud environments to Google Cloud. \n\n#### [Migrate to Virtual Machines](/migrate/virtual-machines/docs)\n\nMigrate servers and VMs from on-premises or another cloud to Compute Engine. \n\n#### [Migrate to Containers](/migrate/containers/docs)\n\nMigrate VMs from on-premises or other clouds directly into containers in GKE. \n\n#### [Mainframe Assessment Tool](/mainframe-assessment-tool/docs)\n\nAssess your mainframe workloads and generate codebase documentation with generative AI. \n\n#### [Mainframe Connector](/mainframe-connector/docs)\n\nMove your mainframe data to Google Cloud. \n\n#### [Dual Run](/mainframe-dual-run/docs)\n\nSimultaneously run workloads on your mainframe and on Google Cloud, and compare their outputs.\n\n### Workloads\n\n\nExpand this section to see relevant products and documentation. \n\n#### [AI Hypercomputer](/ai-hypercomputer/docs)\n\nA supercomputer architecture that employs systems-level codesign to boost efficiency and productivity across AI training, tuning, and serving. \n\n#### [Batch](/batch/docs)\n\nSchedule, queue, and execute batch jobs at scale with a fully managed batch service on Google Cloud. \n\n#### [Cloud GPUs](/compute/docs/gpus)\n\nAdd GPUs to your workloads for machine learning, scientific computing, and 3D visualization. \n\n#### [Machine family and series recommendations](/compute/docs/machine-resource#recommendations_for_machine_types)\n\nLearn the machine families, machine series, and machine types that you can choose from to create a virtual machine (VM) instance.\n\n### Related products, guides, and sites\n\n#### [Google Cloud VMware Engine](/vmware-engine/docs)\n\nMigrate and run your VMware workloads natively on Google Cloud. \n\n#### [SAP on Google Cloud](/sap/docs)\n\nLeverage your SAP data in innovative ways, all while running your SAP applications more reliably, securely, and cost-effectively. \n\n#### [Workload Manager](/workload-manager/docs)\n\nEnd-to-end solutions to manage your SAP and Microsoft SQL Server workloads running on Google Cloud. \n\n#### [Cluster Toolkit](/hpc-toolkit/docs)\n\nDeploy high performance computing (HPC) environments on Google Cloud. \n\n#### [Cloud Networking for VMs](/compute/docs/networking/network-overview)\n\nLearn how to manage the network your VMs belong to. \n\n#### [Identity and Access Management](/iam/docs)\n\nSet up permissions uses IAM roles to control access to your VMs. \n\n#### [Cloud Storage](/storage/docs/introduction)\n\nStore objects with global edge caching."]]
