# Amazon — Share GPU clusters across teams with isolation and fairness using Amazon SageMaker HyperPod

- Company: Amazon (amazon.com)
- Announced: 2026-10-08T16:20:04+00:00
- Category: not stated
- Coverage: not counted
- Announcement: no
- Group: routine
- Source: https://aws.amazon.com/blogs/machine-learning/share-gpu-clusters-across-teams-with-isolation-and-fairness-using-amazon-sagemaker-hyperpod/
- Record: https://forck.live/items/17059-share-gpu-clusters-across-teams-with-isolation-and-fairness-using-amazon
- Subject: Bedrock / Nova

Amazon published a reference architecture for multi-tenant GPU clusters on SageMaker HyperPod with EKS, using IAM Identity Center, per-team SageMaker AI domains, Kubernetes namespaces, HyperPod Task Governance, and namespace-level cost allocation.

## Evidence

Verbatim from https://aws.amazon.com/blogs/machine-learning/share-gpu-clusters-across-teams-with-isolation-and-fairness-using-amazon-sagemaker-hyperpod/:

> In this post, we present a reference architecture for building a multi-tenant environment on Amazon SageMaker HyperPod with EKS. This architecture uses AWS IAM Identity Center for centralized authentication, per-team SageMaker AI domains for a tailored user experience, Kubernetes namespaces for workload isolation, HyperPod Task Governance for fair resource allocation, and namespace-level cost allocation for per-team spend visibility and chargeback.

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