Cluster Toolkit is open source software offered by Google Cloud that makes it easy
to deploy high performance computing (HPC), artificial intelligence (AI), and
machine learning (ML) workloads on Google Cloud.
Learn more.
Start your proof of concept with $300 in free credit
-
Get access to Gemini 2.0 Flash Thinking
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Free monthly usage of popular products, including AI APIs and BigQuery
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No automatic charges, no commitment
Keep exploring with 20+ always-free products
Access 20+ free products for common use cases, including AI APIs, VMs, data warehouses,
and more.
Training
Training and tutorials
Deploy an HPC Cluster with Slurm
Complete a guided step-by-step deployment of an HPC cluster with Slurm from the Google Cloud console.
Terraform
Slurm
HPC
25 minutes
introductory
Training
Training and tutorials
Create an AI-optimized Slurm cluster with an A4 machine type
Learn how to create an AI-optimized Slurm cluster with an A4 accelerator-optimized
machine type from the Google Cloud console.
Terraform
Slurm
HPC
A4
AI
30 minutes
introductory
Training
Training and tutorials
Run Simcenter STAR CCM+ workloads
Learn how to deploy an HPC cluster on Google Cloud that is optimized to run Simcenter
STAR CCM+ workloads.
Terraform
Simcenter STAR CCM+
HPC
25 minutes
intermediate
Code sample
Code Samples
Deploy an HPC cluster Slurm and various file systems
Learn how to create a cluster with Filestore High Scale, DDN EXAscaler Lustre, and Slurm.
Terraform
Slurm
Filestore
DDN
Lustre
EXAscaler
Code sample
Code Samples
Build images with Packer
Learn how to build images with Packer and the Cluster Toolkit.
Terraform
Packer
Slurm
Code sample
Code Samples
Use Spack to install GROMACS
Learn how to use Spack in the Cluster Toolkit to install GROMACS and launch jobs in Slurm.
Terraform
Slurm
Spack
GROMACS
Code sample
Code Samples
Learn how to use Cluster Toolkit to configure a cluster with DELL Omnia.
Terraform
DELL
Omnia
Except 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 2025-09-04 UTC.
[[["Easy to understand","easyToUnderstand","thumb-up"],["Solved my problem","solvedMyProblem","thumb-up"],["Other","otherUp","thumb-up"]],[["Hard to understand","hardToUnderstand","thumb-down"],["Incorrect information or sample code","incorrectInformationOrSampleCode","thumb-down"],["Missing the information/samples I need","missingTheInformationSamplesINeed","thumb-down"],["Other","otherDown","thumb-down"]],["Last updated 2025-09-04 UTC."],[[["\u003cp\u003eCluster Toolkit is open-source software from Google Cloud that simplifies the deployment of high-performance computing (HPC), artificial intelligence (AI), and machine learning (ML) workloads.\u003c/p\u003e\n"],["\u003cp\u003eThe documentation provides guides, pricing details, support information, and a link to the GitHub repository for Cluster Toolkit.\u003c/p\u003e\n"],["\u003cp\u003eYou can deploy HPC clusters with Slurm, including step-by-step guidance available through the Google Cloud Console.\u003c/p\u003e\n"],["\u003cp\u003eCluster Toolkit allows optimization for various solutions, such as Intel systems, Simcenter STAR CCM+ workloads, DAOS filesystems, Filestore, DDN EXAscaler Lustre, and more.\u003c/p\u003e\n"],["\u003cp\u003eYou can learn how to build images with Packer and use Spack to manage and install applications like GROMACS within the Cluster Toolkit environment.\u003c/p\u003e\n"]]],[],null,["# Cluster Toolkit documentation\n=============================\n\n\nCluster Toolkit is open source software offered by Google Cloud that makes it easy\nto deploy high performance computing (HPC), artificial intelligence (AI), and\nmachine learning (ML) workloads on Google Cloud.\n[Learn more](/cluster-toolkit/docs/overview).\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\nDocumentation resources\n-----------------------\n\nFind quickstarts and guides, review key references, and get help with common issues. \nformat_list_numbered\n\n### Guides\n\n-\n\n [Overview](/cluster-toolkit/docs/overview)\n\ninfo\n\n### Resources\n\n-\n\n [Pricing](/cluster-toolkit/pricing)\n\n-\n\n [Support](/cluster-toolkit/docs/getting-support)\n\n-\n\n [GitHub repository](https://github.com/GoogleCloudPlatform/cluster-toolkit)\n\nRelated resources\n-----------------\n\nTraining and tutorials \nCode samples \nExplore self-paced training, use cases, reference architectures, and code samples with examples of how to use and connect Google Cloud services. Training \nTraining and tutorials\n\n### Deploy an HPC Cluster with Slurm\n\n\nComplete a guided step-by-step deployment of an HPC cluster with Slurm from the Google Cloud console.\n\nTerraform Slurm HPC \n25 minutes introductory\n\n\u003cbr /\u003e\n\n[Learn more](https://console.cloud.google.com/?walkthrough_tutorial_id=cluster-toolkit--quickstart-slurm) \nTraining \nTraining and tutorials\n\n### Create an AI-optimized Slurm cluster with an A4 machine type\n\n\nLearn how to create an AI-optimized Slurm cluster with an A4 accelerator-optimized\nmachine type from the Google Cloud console.\n\nTerraform Slurm HPC A4 AI \n30 minutes introductory\n\n\u003cbr /\u003e\n\n[Learn more](https://console.cloud.google.com/?walkthrough_tutorial_id=cluster-toolkit--quickstart-slurm-a4) \nTraining \nTraining and tutorials\n\n### Run Simcenter STAR CCM+ workloads\n\n\nLearn how to deploy an HPC cluster on Google Cloud that is optimized to run Simcenter\nSTAR CCM+ workloads.\n\nTerraform Simcenter STAR CCM+ HPC \n25 minutes intermediate\n\n\u003cbr /\u003e\n\n[Learn more](/cluster-toolkit/docs/simcenter-star-ccm/run-workload) \nCode sample \nCode Samples\n\n### Deploy an HPC cluster Slurm and various file systems\n\n\nLearn how to create a cluster with Filestore High Scale, DDN EXAscaler Lustre, and Slurm.\n\nTerraform Slurm Filestore DDN Lustre EXAscaler\n\n\u003cbr /\u003e\n\n[Open GitHub\narrow_forward](https://github.com/GoogleCloudPlatform/cluster-toolkit/tree/main/examples#hpc-cluster-high-ioyaml-) \nCode sample \nCode Samples\n\n### Build images with Packer\n\n\nLearn how to build images with Packer and the Cluster Toolkit.\n\nTerraform Packer Slurm\n\n\u003cbr /\u003e\n\n[Open GitHub\narrow_forward](https://github.com/GoogleCloudPlatform/cluster-toolkit/tree/main/examples#image-builderyaml-) \nCode sample \nCode Samples\n\n### Use Spack to install GROMACS\n\n\nLearn how to use Spack in the Cluster Toolkit to install GROMACS and launch jobs in Slurm.\n\nTerraform Slurm Spack GROMACS\n\n\u003cbr /\u003e\n\n[Open GitHub\narrow_forward](https://github.com/GoogleCloudPlatform/cluster-toolkit/tree/main/examples#spack-gromacsyaml--) \nCode sample \nCode Samples\n\n### Configure an HPC Cluster with DELL Omnia\n\n\nLearn how to use Cluster Toolkit to configure a cluster with DELL Omnia.\n\nTerraform DELL Omnia\n\n\u003cbr /\u003e\n\n[Open GitHub\narrow_forward](https://github.com/GoogleCloudPlatform/cluster-toolkit/tree/main/examples#omnia-clusteryaml--)\n\nRelated videos\n--------------"]]
