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TOPIC · ENTITY #15618

namespace-level cost allocation

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COMPANIES · 1 SOURCE · AWS Machine Learning

Amazon outlines multi-tenant reference architecture for SageMaker HyperPod on EKS

AWS describes a reference architecture for using Amazon SageMaker HyperPod with Amazon EKS to let multiple teams share GPU clusters while preserving isolation, fair resource quotas, and per-team cost allocation. The design uses AWS IAM Identity Center for authentication, per-team SageMaker AI domains and Kubernetes namespaces for isolation, HyperPod Task Governance for quotas, and HyperPod Observability for monitoring.

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