利用 AWS 可观测性和智能体 AI 揭示 Amazon ECS 工作负载.pdf

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 4 1 3Unveiling Amazon ECS workloads with AWS observability and agentic AIElamaran Shanmugam(Ela)(he/him)Sr.Specialist Solutions Architect,ContainersAWS Mikhail

2、 Shapirov(he/him)Pr.Partner Solutions Architect,ContainersAWS 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.AgendaWhy observability matters Key Challenges and ConsiderationsAWS Observability SuiteAmazon ECS Observability Deep diveIntroduction to AIOps and Agentic AI Observabilit

3、yCloudWatch Investigations for ECS Workloads 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.“Operating without observability is like flying a plane with no instruments.”2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.Observability matters because of.Operational

4、BusinessApplications=$Customer experienceInnovationVisibility 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.Key ChallengesService DependenciesResource Utilization App BehaviorLack of dataInformation overloadAlarm fatigueData correlationReduce MTTI&MTTR 2025,Amazon Web Services,I

5、nc.or its affiliates.All rights reserved.Over 3 billion Amazon ECS tasks are launched each weekOver 65%of all new AWS container customers use Amazon ECSAmazon ECS launched an average of 18.4M tasks on AWS Fargate per day during Prime Day 2025,a 77%increase from the previous years Prime Day averageIn

6、creasing developer productivity and business agility with Amazon ECS 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.ObservabilityCollectors and SDKsContainerInsightsLambdaInsightsContributorInsightsApplicationInsightsSyntheticsDashboardsAlarmsAWS native servicesAmazon CloudWatch