1230 - 重塑可观测性：利用 Instana、数字孪生和大型语言模型实现 AI 驱动的洞察.pdf

1、Orlando,FLOctober 69IBM TechXchange 2025Session:1230Ian WattsIBM,Director of Software EngineeringDr.Hausi A.MllerUniversity of Victoria,ProfessorFelipe RiveraUniversity of Victoria,PhD CandidateReinventing Observability:AI-Driven Insights with Instana,Digital Twins,and LLMsAgenda010203The IT Ops lan

2、dscapeThe rise of GenAIDTs+GenAI for Proactive AIOps IBM TechXchange|2025 IBM CorporationIT:Information Technology Ops:Operations DTs:Digital Twins GenAI:Generative AIIan WattsIBM,Director of Software EngineeringWhat you will learn in this section0102IT operations&AIOpsIBM Cloud Pak for AIOpsIBM Tec

3、hXchange|2025 IBM CorporationEnterprises are Increasingly Complex92%of UK Financial Services Companies are reliant on legacy technologylegacy technology UK Financial Conduct Authority(FCA)70%of Software used by Fortune 5000 companies was developed 20 years 20 years ago Dell74%of organizations have s

4、tarted legacy modernization projects modernization projects but failed to complete AdvancedDevices|Edge|Network|Data Center|CloudEnd Users|Applications|ServicesBusiness Services InfrastructureSAPNetworkApplicationBusiness ServiceUnified Operations Managementacross heritage and modern systems4IBM Aut

5、omation/2025 IBM CorporationInfrastructureApplications/ServicesTeamsEnterprises are Increasingly ConnectedUnified Operations Managementacross the connected enterpriseDevices|Edge|Network|Data Center|CloudEnd Users|Applications|ServicesBusiness Services Logical View of Connected SystemsGeographical V

6、iew of Connected SystemsNetworkInfraTraditional DCITOpsNetworkInfraNetOpsTraditional DCOT and Edge DevicesInfraOpsITOpsNetOpsITOpsNetworkInfraNetOpsTraditional DCInfraOpsPrivate CloudPublic CloudSREsOT and Edge Devices5IBM Automation/2025 IBM CorporationIBM Cloud Pak for AIOpsUnifies your Operations