人工智能驱动的韧性测试和灾难恢复.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 O P 4 2 0AI-powered resilience testing and disaster recoveryHans NesbittSr.Solutions Architect AWS(He/Him)Nereida WooWW Specialist Solutions ArchitectAWS Cloud Ope

2、rations(She/Her)2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.IDC Brief-Nov 2024Companies realize the importance of resilience in todays technological landscape:57%of organizations experienced 10+hours of critical cloud downtime in 2023-2024Outages led to customer attrition,redu

3、ced leadership confidence,and loss of investor trust.2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.“Everything fails all the time”“We needed to build systems that embrace failure as a natural occurrence.”Dr.Werner VogelsVP and CTO,AManaging failureShared responsibility modelAWS:

4、Reliability of the CloudCustomer:Reliability in the Cloud4 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.AgendaHow can generative AI help test the unknown?How does it all work?How to use generative AI to help validate the known?How can you do this?2025,Amazon Web Services,Inc.or

5、 its affiliates.All rights reserved.Resilience lifecycle framework Resilience Lifecycle FrameworkwhitepaperEvaluate&TestSet ObjectivesDesign&ImplementOperateRespond&Learn 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.Resilience lifecycle framework Resilience Lifecycle Frameworkw

6、hitepaperEvaluate&TestSet ObjectivesDesign&ImplementOperateRespond&LearnAgentic AI 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.Application Architecture AWS CloudAmazon EC2Application Load BalancerAmazon RDSMySQL instanceUser(s)2025,Amazon Web Services,Inc.or its affiliates.All