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To run artificial intelligence (AI), machine learning (ML), or high performance computing (HPC) workloads, you can deploy AI-optimized VMs and clusters that can use the features and services available from Cluster Director. For more information about Cluster Director, see Cluster Director.
Note: Cluster Director is only supported for A4 and A3 Ultra machine types. Guidance for other machine types is out of scope for this documentation. We recommend that you consult the relevant documentation for your choice of machine type. To identify the VM and cluster creation guide for other machine types, see Choose a deployment strategy.You can access Cluster Director features directly from Compute Engine, or through other services that run on Compute Engine instances like Cluster Toolkit or Google Kubernetes Engine.
For the most appropriate option to create your VMs or clusters for your use case, choose one of the following:
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 2025-08-07 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 2025-08-07 UTC."],[[["Hypercompute Cluster is designed for AI, ML, and HPC workloads, and supports the creation of VMs, MIGs, Slurm clusters, and GKE clusters."],["Hypercompute Cluster is exclusively available for A3 Ultra machine types, and alternative machine types require different guides."],["Before creating VMs or clusters, it's essential to review the available configurations for Hypercompute Cluster, which include deployment and scheduling types, as well as OS recommendations."],["A reservation for the A3 Ultra machine type must be created prior to setting up VMs, MIGs, or clusters."],["Several methods are available for VM and cluster creation, including individual VM creation, bulk VM creation, MIG creation, Slurm cluster setup, and both default and custom GKE cluster creation."]]],[]]
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