Telemetry enhanced green coding – how detailed telemetry can contribute to sustainability goals.pdf

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1、How detailed telemetry can contribute to sustainability goals?Telemetry Enhanced Green CodingMaciej Lawniczak,Cloud Software Architect,IntelMateusz Duchalski,Cloud Software Development Engineer,IntelTelemetry enhanced green coding how detailed telemetry can contribute to sustainability goalsDC SUSTA

2、INABILITYSUSTAINABILITY1.What is green coding?2.Green coding best practices.3.Telemetry and green coding.4.How to code green.5.Predicting future of green coding.6.Call to action.AgendaWhat is green coding?Green ComputingHardware Power ManagementMaterials RecyclingSoftware and DeploymentAlgorithmic E

3、fficiencySoftware Power ManagementData CompressionResource AllocationVirtualizationData Center DesignProduct LongevityGreen coding best practicesInfrastructureCachingNetwork data size and distance reductionStorage data size reductionGreen databaseProcessingProgramming language choiceComputing hardwa

4、re choiceGreen algorithmsGreen librariesComputational accuracy reductionPower managementDevelopment processMonitor energy consumptionCloud deploymentsVirtualizationDatacenter locationLean development processesTelemetry and green codingLayersData centerRackPlatformCPU&MemoryGPU&AcceleratorMetrics Ene

5、rgy usage Resource utilization Environmental factors Low power state residenciesUsagesSoftware developmentMonitoringOrchiestrationTelemetry is key for enabling energy-efficient data center operations across diverse set of infrastructure layers&usagesTelemetry and green codingThis sessions focusTelem

6、etry and green codingCategoryUse case exampleSupporting telemetry exampleIntel Xeon CPU.Software developmentEnergy use profiling&testing.Energy profile guided optimizationMonitoringIdle system&inefficiency identificationCooling performance monitoringOrchestration Energy-aware workload placementEnerg