Kubernetes排放洞察：连接数据中心和IT可持续性.pdf

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1、Julie ChenadecKubernetes Emissions Insights:Bridging Data Center and IT Sustainability Kubernetes Emissions Insights:Bridging Data Center and IT Sustainability Julie ChenadecDATA CENTER(DC)SUSTAINABILITYThis was love at first sight,at least what I saw first.But this remain invisible.The sustainabili

2、ty challenge in data centers&ITThe energy consumption of data centers can be compared to that of whole countries.Only 13%CPU utilisedOnly 20%memory utilisedOverprovisioning in Kubernetes clustersGrowing cloud/AI workloadsKEIT-The tool that makes emissions measurable&actionableKEIT components&archite

3、cture overviewKEIT dashboard-how it works?Energy consumption of the cluster during given periodCarbon intensity(emissions)of the electricity in the location in that periodEmbodied emissions:generated during production,transportation and discarding of the servers Software Carbon Intensity:ISO standar

4、d to rate the emissions of running softwareIn this example it is equivalent to 203 km of an airplane flightIf you are listed below,you can already benefit from it!Cloud-Native&AI/ML Workload Owners:Optimize energy-intensive models for efficiencyIT Procurement&Governance Teams:Validate sustainability

5、 claims of cloud providersCloud&DevOps Teams:Schedule workloads when grid emissions are lowData Center Operators&Sustainability Teams:Link IT workload emissions to power consumptionThe future of IT&sustainabilitySustainability isnt just about power and cooling,its also about the software running on

6、top of it.Lets measure it,optimize it,and reduce it.Lets bridge the gap.About me French IT and sustainability professional2022Aknostic2015Green IT Amsterdam 2020SDIA 2024CNCF SustainabilityToday2025OCPProblem to solve Try KEIT today.Contrib