数据库人工智能代理：发现、推荐、优化.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.Rob KochHe/himAWS Data HeroSr.Principal,SlalomNamrata ShahShe/herAWS Community HeroManaging Direct

2、or,NuveenAI Agents for Databases:Discover,Recommend,OptimizeD E V 3 1 5 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.IntroductionRob KochOver 25 years of IT consultingCo-chair of the CNCF Deaf and Hard of Hearing Working GroupLoves the outdoors and runningNamrata ShahOver 20 yr

3、s of IT consulting experienceYouTuber:NamrataHShahPlays Tennis and Badminton 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.“When databases can discover,recommend,and optimize on their own,they stop being reactive

4、 systems and become intelligent partners.”2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.AgendaThe ChallengeThe VisionWhy AI Agents?AWS Data Services+AI AgentsDemoBenefitsCall to Action 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.R E A C T I V E,N O T P R O

5、 A C T I V EThe ChallengeSome of the common issues:Performance Operational Observability Reactive monitoring business resilienceDatabase performance issues are diagnosed only after they disrupt workloads.2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.P R E D I C T A N D P R E V E

6、 N TThe VisionProactively detect,diagnose,and resolve database issues before they impact production.What if we could:Discover issues before they escalate Recommend targeted optimizations,not just alerts Optimize continuously with AI insights Proactive,data-driven decision making 2025,Amazon Web Serv