OCI现代化中的可观测性：平衡可靠性、成本和安全性 [LRN3988].pdf

1、Observability for Modernizing OCI:Balancing Reliability,Cost,and SecurityEllie CohenProduct Manager,Emerging Clouds(OCI+Alibaba+)Cost EfficiencyAgility&InnovationSecurity&ResilienceOperational EfficiencyMulti-Platform FlexibilityWhy customers modernize with the cloud4Well-Architected Framework for O

2、racle Cloud Infrastructure(OCI) and ComplianceReliability and ResiliencePerformance and Cost OptimizationOperational EfficiencyDistributed CloudAI compounds complexitySource for this imageFrequency of releasesDiversity of technologies in useNumber of people involvedScale in number of computing units

3、Source for Number of large language models:“Challenges and Applications of Large Language Models,”Kaddour,Harris,Mozes,Bradley,Raileanu,McHardy,2023.Source for Processing power for next-gen AI use cases:“Deploying Transformers on the Apple Neural Engine,”Apple Machine Learning Research,2022.Number o

4、f large language modelsProcessing power for next-gen AI use casesModern monitoring&securitySee inside any stack,any app,at any scale,ObserveBalancing objectives for digital transformationOptimize CostSecureObserveEst.1938France120Countries275,000EmployeesCustomer exampleMigrate 90%of applications to

5、 the cloud Improve agility of IT assetsEmbrace PaaS and containerizationWhy did SNCF need to modernize?Legacy monitoring hampered competitiveness:“When every business unit is using a different tool,theres no shared base of information.”-IT Project Manager at SNCFIT decisions made unilaterallyLack of

6、 containerized app monitoringNot cloud-native11 different monitoring toolsCentralized alerting,log collection,and application performance monitoringSaaS-based and cloud-nativeSupport multi-cloud environments:AWS,Azure,OCI,and IBM CloudSupport containerized application monitoringS