通过 AIOps 加速事件响应.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.The Formula 1 and AWS partnership2 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.C O P 3 3 4Accelerating Incident Response Through AIOps Pratul

2、ChakreThe OGAmazon Web Services(AWS)Head of Worldwide Specialist Cloud OperationsAndres SilvaPrincipal Specialist Solutions ArchitectWorldwide Specialist Cloud OperationsAmazon Web Services(AWS)2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.Race Strategy AI Innovations in CloudWa

3、tch MCP Servers and Agentic frameworks CloudWatch investigations AWS DevOps Agent 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.2014CloudWatch Logs launched2015Subscription Filters2018Logs Insights2019EMF&Contributor Insights2022Cross Account Log Metric and Trace Telemetry Data

4、protection Logs Insights Query ConcurrencyLog Filter Expressions for the CW AgentCloudWatch has evolved5 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.CloudWatch has evolved201820192022a lot!6 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.CloudWatch has evol

5、ved2018201920222023Live Tail for Logs Data protection:Custom identifiers+Account wideLow-cost Log Ingest:Infrequent access log classLog Pattern analysis and Anomaly DetectionNatural language query generationa lot!6 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.CloudWatch has evo

6、lved2018201920222023Live Tail for Logs Data protection:Custom identifiers+Account wideLow-cost Log Ingest:Infrequent access log classLog Pattern analysis and Anomaly DetectionNatural language query generation2024Live Tail:Streaming Cli+Lambda nativeField indexesLog transformationsTelemetry correlati