使用 Amazon EKS 自动模式加速容器迁移 [重复].pdf

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1、 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.C N S 2 0 7Accelerate container migrations with Amazon EKS Auto ModeRavi YadavHead of Containers&Serverless GTM,North AmericaLucas DuartePrincipal Solutions Architec

2、t,ContainersAWS 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.Investment required by customers to run KubernetesSelecting and provisioning the right EC2 instances to optimize resource utilization and costInstalling and maintaining plug-ins needed to run production grade Kubernet

3、esUpgrading clusters and OS patching to keep infrastructure secure and up to date Requires dedicated expertise and ongoing time investment which slows down innovationManaging infrastructure required to run clusters and applications 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.E

4、 X A M P L E C O M P A N Y S C E N A R I OOctank,IncGlobal AI research firm with 250+Kops clusters7-person team spending 60%of time on upgrade-related tasksStruggling with coordinated upgrades of clusters,add-ons,and nodesRunning critical ML workloads worldwideCold Start Times for GPU workloads 2025

5、,Amazon Web Services,Inc.or its affiliates.All rights reserved.Current State and Challenges Whiteboard Cluster 1v1.18Manual UpdateAdd-onsNode groups+Validate GPUCheck CompatibilityManual Update,Add-onsApplications/Helm ChartsUpdate ChartsControl PlaneKops Validate and Trigger1 weekCluster 2v1.22Clus

6、ter 3v1.24Cluster 4v1.30 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.Current State and Challenges Whiteboard Rollback PlanPlanningTestingExecutionFor each cluster2 Engineers per cluster1 Week per cluster 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.A M A