Share GPU clusters across teams with isolation and fairness using Amazon SageMaker HyperPod
A reference architecture for securely sharing one Amazon SageMaker HyperPod EKS cluster across multiple teams, using AWS IAM Identity Center for authentication, per-team SageMaker Domains and Kubernetes namespaces for isolation, HyperPod Task Governance for fairness, and namespace-level cost allocation for chargeback.
What happened
A reference architecture for securely sharing one Amazon SageMaker HyperPod EKS cluster across multiple teams, using AWS IAM Identity Center for authentication, per-team SageMaker Domains and Kubernetes namespaces for isolation, HyperPod Task Governance for fairness, and namespace-level cost allocation for chargeback.
Why it matters
The financing changes available capital and competitive capacity around Amazon; terms and investor participation remain key.
Affected entities
View evidence
1 reports · 1 original report · 1 independent
- AWS Machine Learning BlogPrimary source · Supports · EN · 100%Share GPU clusters across teams with isolation and fairness using Amazon SageMaker HyperPod ↗
Claims
- Share GPU clusters across teams with isolation and fairness using Amazon SageMaker HyperPod Observed
Conflicts
No material conflict detected in the available evidence.
Timeline
- First reported
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