Amazon SageMaker HyperPod实现多团队GPU集群共享
Share GPU clusters across teams with isolation and fairness using Amazon SageMaker HyperPod
精选理由
AWS推出HyperPod多团队共享方案，解决GPU集群隔离与公平分配问题，适合企业资源管理。
AWS发布参考架构，支持多个团队安全共享一个Amazon SageMaker HyperPod EKS集群。该方案使用AWS IAM Identity Center进行身份认证，通过SageMaker Domains和Kubernetes命名空间实现团队隔离。HyperPod Task Governance确保资源分配公平，命名空间级别的成本分配支持按团队计费。
原文 · AWS Machine Learning Blog
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.