Themis: Energy Efficient Management of Workloads in Virtualized Data Centers

被引:0
|
作者
Dhiman, Gaurav [1 ]
Kontorinis, Vasileios [1 ]
Ayoub, Raid [1 ]
Zhang, Liuyi [1 ]
Sadler, Chris [2 ]
Tullsen, Dean [1 ]
Rosing, Tajana Simunic [1 ]
机构
[1] Univ Calif San Diego, La Jolla, CA 92093 USA
[2] Google, Mountain View, CA USA
关键词
D O I
暂无
中图分类号
TP31 [计算机软件];
学科分类号
081202 ; 0835 ;
摘要
Virtualized data centers facilitate higher resource utilization and energy efficiency through consolidation. However, mixing services-oriented workloads with throughput (batch) jobs is typically avoided due to complex interactions and widely different quality of service (QoS) requirements. We introduce a complete VM resource management framework, called Themis, which manages combined services and batch jobs, maximizing energy-efficient throughput of the latter without sacrificing the service guarantees of the former. Themis' resource management policy outperforms the prior proposed policies by up to 35% on average in work done per Joule when measured on a data center testbed.
引用
收藏
页码:557 / 566
页数:10
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