面向自主网络的智能体人工智能：AgentCore 设计模式实践 [重复].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.I N D 3 0 2-RAgentic AI for Autonomous Networks:AgentCore Design Patterns in ActionAjay RavindranathanPrincipal Solutions ArchitectTelco Industry Business UnitVisu S

2、ontamPrincipal Solutions ArchitectTelco Industry Business Unit 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.AgendaNetwork operational challengesIntroduction to Agentic AI for autonomous networksAgentCore overviewAgentic RCA use case overview(BT use case)White boarding:Agentic R

3、oot cause analysis(RCA)deep diveDiscussions,Q&A 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.Network operational challenges5combined with manual build,run,and deploy procedures that do not scaleSILO DATA&TOOLING

4、with many tools&silos across application,infrastructure&networking layersMANUAL PROCEDURESlimiting the monetization opportunities that need autonomous networks.Different platforms,sources of data,and increasing network complexity,NETWORK COMPLEXITYMONETIZATION PRESSURESCSPs face mounting pressure on

5、 operations cost,agility and growthCSPs face mounting pressure on operations cost,agility and growthA U T O N O M O U S N E T W O R K S E N A B L E T H E N E X T W A V E O F C O S T-E F F I C I E N C Y,A G I L I T Y A N D N E W R E V E N U E M O D E L SWhy Agentic AI Matters6Traditional AI ML assist

6、ants operate within a predefined,constrained rules framework with static decisions,requires extensive labeled data and high supervision.Agentic AI solutions are goal-oriented and can autonomously handle a wide range of tasks using tools,adapt to changing situations,and manage complex multi-step proc