提升应用和生成式人工智能的可观测性.pdf

1、 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.Matheus ArraisWW Tech Lead,CloudOpsAWSPeter GengSr.Product ManagerAWSElevate application and gener

2、ative AI observabilityC O P 3 2 6 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.Dr.Werner Vogels AWS CTO“Without observability youre just guessin

3、g!”2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.A typical day on application monitoringHow AWS helps on application and GenAI monitoringGenAI observability challengesDemoKey takeawaysResourcesAgenda 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.A typical da

4、y for JohnAmazon CloudWatchSRE/Developer 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.Layers7NetworkInfrastructureApplications and DatabasesUsers 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.Layers8NetworkInfrastructureApplications and DatabasesUsersIntern

5、et+your networkEC2,Containers,Serverless,on-premApplication logs,traces,custom metricsReal users,Synthetic users 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.What John asked for.Time to issue detection and resolutionNative integrationSimple and smart toolingCost optimization 20

6、25,Amazon Web Services,Inc.or its affiliates.All rights reserved.Layers10Internet+your networkEC2,Containers,Serverless,on-premApplication logs,traces,custom metricsReal users,Synthetic usersInternet monitors,Flow monitors,Synthetic monitorsContainer Insights,Lambda Insights,EC2 metrics,Database Ins