云驱动安全：构建数据湖并集成代理解决方案以实现实时响应.pdf

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1、1PublicPublicCloud-Driven Security:Building a Data Lake and Integrating Agentic Solutions for Real-Time ActionManish Kumar Yadav,SAP2PublicAbout MeA decade of digital threat hunting.Principal security Architect for SAPAll About Cloud&AI/ML So more about cricket,running&other sports-3PublicAgenda Why

2、 What How A Step-by-Step Look Benefit4PublicProblem statement:The“Why”Data overload&SilosCrippling Alert FatigueLack of Actionable IntelligenceTeams are buried in manual work.Connecting the dots is too hard.5PublicSample Architecture:The“What”Ingest&ConsolidateTransform&StandardizeCentralize in a Da

3、ta LakeDevelop an AI AgentDeliver Actionable Insights6PublicData sourceFeed dataBuffer tableProcess dataCloud storageTrigger CF jobBQ raw tableBQ aggregated tableUser PromptAgent EngineToolLLMPlanningMemoryActionResponse7PublicPractical implementation:The“How”Building data lake and adding agentic ca

4、pabilitiesData lake8PublicHow It Works:A Step-by-Step Look9PublicHow It Works:A Step-by-Step Look10PublicHow It Works:A Step-by-Step Look11PublicHow It Works:A Step-by-Step Look12PublicThe Benefits:The ROI of Real-Time ActionMove from reactive to predictive.Automate response from hours to seconds.Tu

5、rn massive data into action.Maximize your engineering teams impact.Increase efficiency across Sec and SRE and other stakeholders13PublicContact information:2025 SAP SE or an SAP affiliate company.All rights reserved.See Legal Notice on for use terms,disclaimers,disclosures,or restrictions related to this material.Thank you.LinkedIn:manish-infosecTwitter:YadavManish07