1、 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.C M P 3 0 9Beyond the Console:Building Powerful AWS Operational DashboardsYusong Wang(he/him)Principal Solutions ArchitectAngel Pizarro(he/him)Principal Developer Ad
2、vocate 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.AgendaIntroductionsWhat are your operational challenges?Where to get data from servicesWhat you already have access toWhat you can do with custom metrics and dashboardsLive demos of example operational dashboards 2025,Amazon W
3、eb Services,Inc.or its affiliates.All rights reserved.2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.Monitoring large scale,high throughput,and/or high performance workloads 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.Customer observability challengesResour
4、ce utilizationApplication efficiencyOperational insights 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.AWS Batch Dashboard Console 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.Container insights 2025,Amazon Web Services,Inc.or its affiliates.All rights rese
5、rved.Ref:https:/ Container Insights with enhanced observability metrics 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.Amazon CloudWatch Agent Setup for GPU Monitoring1.Store Agent Configuration in SSM Parameter Define metrics:GPU(utilization,memory),CPU,memory,disk Set collectio
6、n interval(e.g.,1s)and namespace(CWAgent)2.Configure Launch Template with User Data Install CloudWatch Agent on instance startup Fetch configuration from SSM Parameter Start agent automatically when Batch instances launch3.Assign IAM Permissions to EC2 Instance Role Attach CloudWatchAgentServerPolic