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Renewable and Cooling Aware Workload Management for Sustainable Data Centers∗ Zhenhua Liu1 , Yuan Chen2 , Cullen Bash2 , Adam Wierman1 , Daniel Gmach2 , Zhikui Wang2 , Manish Marwah2 , and Chris Hyser2 1 Computing & M
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Document Date: 2012-07-11 18:52:35


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City

Pasadena / London / Palo Alto / /

Company

HP Labs / Runtime Workload / /

Country

United States / United Kingdom / /

Currency

USD / /

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Event

Force Majeure / Environmental Issue / Reorganization / /

Facility

California Institute of Technology / /

IndustryTerm

average recurring electricity cost / non-negligible energy cost / predicted energy supply / storage web service / huge energy consumption / Local energy storage technologies / capacity management optimization algorithm / wind energy / renewable energy supply / real-time electricity price / scientific applications / aware workload management / renewable energy availability / workload management solutions / integrated management / batch-style applications / net energy consumption / simplified energy cost model / optimization algorithm / data center energy efficiency / model energy storage / renewable energy supply availability / Internet services / energy storage capacity / non-renewable energy / overall energy efficiency / energy supplies / implementable solution / Web application trace / workload prediction algorithm / energy storage sizes / renewable energy / time-varying electricity price / interactive applications / energy supply / mixed energy sources / energy storage level / energy storage usage / energy prediction / energy usage / energy / energy cost function / energy costs / electricity price / net-zero energy consumption / capacity management / electricity / energy storage models / energy consumption / energy storage / week real-time electricity price / business transactional applications / energy cost / fixed/variable electricity price / lower electricity price / real time user requests / data center energy use / energy conversion / energy flows / web service application / image processing / electricity price peaks / chilled water cooling systems / jobs solution / renewable energy surplus / energy efficiency / energy pricing / simplest optimal solution / physical server / an integrated solution / workload management / data center computing / thoughtful workload management / power infrastructure / energy demand results / /

OperatingSystem

Linux / /

Organization

California Institute of Technology / National Science Foundation / Sustainable Data Center / /

Person

Zhenhua Liu / Adam Wierman / Figure / /

Position

Manager / workload planner / rt / runtime workload manager / Runtime Workload Manager The runtime workload manager / capacity planner / planner / workload manager / /

ProvinceOrState

California / /

Technology

virtual machine / Linux / image processing / optimization algorithm / workload prediction algorithm / capacity management optimization algorithm / Local energy storage technologies / cooling technologies / simulation / /

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