三星如何利用人工智能代理大规模优化基础设施（由 Cast AI 赞助）.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.2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.AIM238-SKyotack Tylor KimLead of Core SRE PartSamsung Electronics,Cloud TeamHow Samsung Uses AI Ag

2、ents to Optimize Infrastructure at Scale with Cast AI 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.Samsung in a GlimpseSamsung Electronics was founded in 1969 and has grown into a company with over 260,000 employeesworking worldwide.It produces smartphones under the Galaxy bran

3、d and has been the global leader in the TV market for 18 years.Additionally,the memory semiconductor business is an indispensable part of SECs operations.Consumer electronics:Visual Displays,Digital Appliances,Health&Medical EquipmentDevices Solutions:Memory,System LSI,FoundryR&D Center:Samsung Rese

4、archIT&Mobile Communications:Mobile Communications,Network Business 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.Multi-cloud:4x Cloud Providers including a Samsung Private CloudOver 50 apps on AWS Over 1,000 EKS clustersTens of thousands of Virtual MachinesScale and ComplexityC

5、ritical Mix of CPU andGPU workloadsOptimizing them requires sophisticated strategiesCPU and GPU WorkloadsSpot Instances=cost savingsStandard Cost-Saving LimitsThe Challenge:Massive-Scale Kubernetes Operations 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.AI Ops by Samsungs Agent

6、ic AI to monitor and optimizeCast AI Integration to manages GPU and CPU workloads Bin Packing Optimization for intelligent workload placementThe SolutionCast AIUnified optimization platformAI OpsReal-time optimizationWorkloadsCPU&GPU applicationsManaged Kubernetes serviceAmazon EKS 2025,Amazon Web S