From the source
From the source
Amazon· 2h agoReference architecture for multi-tenant GPU cluster sharing with isolation and fairness.
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.
From the source
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.
aws.amazon.com