简化 Gen AI 数据和应用程序大规模弹性的最佳实践（由 Commvault 赞助）.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.2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.Akshay JoshiSenior Director,Product ManagementCommvaultJeff CassiannaPrincipal Engineer,Cloud Sale

2、sCommvaultBest practices to help simplify resilience at scale for GenAI data&appsS T G 3 1 7-S 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.AgendaWhy is resilience for AI data pipelines important?Clumio Final Cut -A totally fictitious AI application built in AWSBest practices f

3、or driving resilience for the different components of Clumio Final CutTaking the next step toward building resilience for your own AI applications 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 Ser

4、vices,Inc.or its affiliates.All rights reserved.of surveyed data leaders rate their data foundations readiness for gen AI implementation a five or lower on a zero to 10 scale52%Source:Scaling Generative AI for Value:Data Leader Agenda for 2025,AWS“Behind the awe-inspiring outputs lies an even more i

5、ncredible foundation the massive datasets and robust data operations required to make generative AI possible.”“Without it a solid data foundation,even the most advanced models will fail to deliver business value.”Source:AWS Cloud Enterprise Strategy Blog article“Your AI is Only as Good as Your Data”

6、2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.Accidental deletionCode push gone wrongBad actors with intentResilience is Essential 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.2025,Amazon We