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We deployed Hypnos on a 57-server production cluster. From a 21-day run, we obtained a 36% energy saving in spite of multiple server and network failures. BibTeX citation: @techreport{Bhattacharya:EECS-2014-29, Author = {Bhattacharya, Arka and Culler, David E.}, Title = {Hypnos: Unobtrusive Power Proportionality for HPC frameworks}, Institution ......

https://www2.eecs.berkeley.edu/Pubs/TechRpts/2014/EECS-2014-29.html

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Peak Efficiency Aware Scheduling for Highly Energy ...

•Cluster-wide EP reflects underlying server’s EP •If server’s EP is poor, then cluster’s EP is poor Packing Scheduling •Have exact number of servers for load •Cluster’s EP is ideal 7 [2] D. Wong and M. Annavaram. "Implications of high energy proportional servers on cluster-wide energy proportionality“ HPCA 2014....

isca2016.eecs.umich.edu/wp-content/uploads/2016/07/7B-3.pdf

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