AI驱动的运维：扩展可观测性和成本优化.pdf

1、 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.G B L 2 0 1AI-Driven Operations:Scaling Observability and Cost OptimizationHyeyoung ParkPrincipal Solutions ArchitectAWSYoung Seop LeeCloud Governance LeaderSamsung

2、Electronics,Inc.Shinhyuk SeoPlatform Engineering LeaderKakao 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.KiroAmazon Q Dev.AWS TransformAmazon ConnectAWS Marketplace Amazon Quick SuiteAI COMPUTE ML OpsAMAZON SAGEMAKER AIAWS TrainiumAWS InferentiaGPUsS3AI DATA&(MCP/A2A)AI AI Str

3、ands Agents SDKAmazon NovaAMAZON BEDROCK3P ModelsOptimization Guardrails (KNOWLEDGE BASES)AGENTCORE(1P)()()CustomizationAnthropicQwenLlamaAmazon BedrockStrands AgentsAgentCoreAmazon BedrockNOVAJAMBACLAUDECOMMANDEMBEDRERANKLLAMA RAYHighly efficient processing&grounded generation for long context leng

4、thsProfessional-grade images with creative control,deployable at scaleAdvanced image and language reasoningSpecialized expert models for agentic reasoning and multimodal tasksHigh-quality video generation with natural,coherent motion&ultra-realistic detailsSoftware engineering AI for large enterpris

5、esFrontier intelligence and industry leading price performance Excels at complex reasoning,code generation,and instruction followingPowering efficient,multilingual AI agents with advanced search&retrievalAdvanced reasoning models that solve complex problems step-by-stepDEEPSEEKCTRL+F for video data:

6、unlock the full potential of enterprise video assetsPurpose-built models for building and scaling AI agents across the enterpriseAutomate tasks,enhance creativity,and solve complex problems efficientlyGPT-OSSMISTRALMIXTRAL PIXTRALSTABLE DIFFUSIONSTABLE IMAGEMARENGOPEGASUSPALMYRAAdvanced reasoning wi