构建可持续的大规模 IT 架构.pdf

1、 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.A I M 2 5 5Architecting for Sustainable IT at ScaleNitin PathakHe/Him 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.AgendaScale Brings Environme

2、ntal ImpactGenAIs environmental impactAWS Silicon,key for energy efficiencyMeasuring sustainability with AWS tools 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.T H E P R O B L E MEnvironmental Impact of ScaleHigher carbon footprintIncreased operational costsRegulatory complianc

3、e risksBrand reputation impactCloud workloads growing 25%annuallyOrganizations scaling without sustainability considerationsSource:Goldman Sachs 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.GenAIs Environmental RealityEnterprise GenAI adoption increasing compute by 300-500%1,20

4、0 MWhTraining GPT 550 MWhOperating a GPTSource:Epoch AI 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.1200 MWhElectricity in 150 houses for a year 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.Alignment to demandDataSoftware&architectureHardware&servicesProc

5、ess&cultureRegion selection Sustainability Best Practices 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.Right-Sizing-The FoundationOver-provisioned resources waste energyAuto ScalingCompute OptimizerSpot InstancesLambda 2025,Amazon Web Services,Inc.or its affiliates.All rights r

6、eserved.20-30%Reduction in compute costs and carbon footprintI M P A C TRight Sizing 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.AWS Silicon,key for energy efficiencyGravitonTrainiumInferentia 2025,Amazon Web Services,Inc.or its affiliat