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Trading-Off Computing and Cooling Energies by VM Migration in Data Centers

文献类型：期刊论文

作者Song, Ying2; Zhao, Xia1; Wang, Bo4; Sun, Yuzhong3
刊名IEICE TRANSACTIONS ON INFORMATION AND SYSTEMS
出版日期2018-09-01
卷号E101D期号:9页码:2224-2234
关键词energy saving trading off computing energy cooling energy VM migration
ISSN号1745-1361
DOI10.1587/transinf.2017EDP7329
英文摘要High energy cost is a big challenge faced by the current data centers, wherein computing energy and cooling energy are main contributors to such cost. Consolidating workload onto fewer servers decreases the computing energy. However, it may result in thermal hotspots which typically consume greater cooling energy. Thus the tradeoff between computing energy decreasing and cooling energy decreasing is necessary for energy saving. In this paper, we propose a minimized-total-energy virtual machine (VM for short) migration model called C(2)vmMap based on efficient tradeoff between computing and cooling energies, with respect to two relationships: one for between the resource utilization and computing power and the other for among the resource utilization, the inlet and outlet temperatures of servers, and the cooling power. Regarding online resolution of the above model for better scalability, we propose a VM migration algorithm called C(2)vmMap_heur to decrease the total energy of a data center at run-time. We evaluate C(2)vmMap_heur under various workload scenarios. The real server experimental results show that C(2)vmMap_heur reduces up to 40.43% energy compared with the non-migration load balance algorithm. This algorithm saves up to 3x energy compared with the existing VM migration algorithm.
资助项目Beijing Key Laboratory of Big Data Technology for Food Safety, Beijing Technology & Business University (BTBU)[BKBD-2016KF12] ; State Key Laboratory of Computer Architecture[CARCH201605] ; Beijing Municipal Science and Technology Project[Z171100004717002] ; Beijing Natural Science Foundation[Z160002] ; Beijing Key Laboratory of Internet Culture and Digital Dissemination Research[ICDDXN004]
WOS研究方向Computer Science
语种英语
WOS记录号WOS:000443273900007
出版者IEICE-INST ELECTRONICS INFORMATION COMMUNICATIONS ENG
源URL[http://119.78.100.204/handle/2XEOYT63/4975]  
专题中国科学院计算技术研究所期刊论文_英文
通讯作者Zhao, Xia
作者单位1.Beijing Technol & Business Univ, Sch Comp & Informat Engn, Beijing Key Lab Big Data Technol Food Safety, Beijing, Peoples R China
2.Beijing Informat Sci & Technol Univ, Beijing Key Lab Internet Culture & Digital Dissem, Comp Sch, Beijing, Peoples R China
3.Chinese Acad Sci, Inst Comp Technol, State Key Lab Comp Architecture, Beijing, Peoples R China
4.Zhengzhou Univ Light Ind, Software Engn Coll, Zhengzhou, Henan, Peoples R China
推荐引用方式
GB/T 7714		 Song, Ying,Zhao, Xia,Wang, Bo,et al. Trading-Off Computing and Cooling Energies by VM Migration in Data Centers[J]. IEICE TRANSACTIONS ON INFORMATION AND SYSTEMS,2018,E101D(9):2224-2234.
APA Song, Ying,Zhao, Xia,Wang, Bo,&Sun, Yuzhong.(2018).Trading-Off Computing and Cooling Energies by VM Migration in Data Centers.IEICE TRANSACTIONS ON INFORMATION AND SYSTEMS,E101D(9),2224-2234.
MLA Song, Ying,et al."Trading-Off Computing and Cooling Energies by VM Migration in Data Centers".IEICE TRANSACTIONS ON INFORMATION AND SYSTEMS E101D.9(2018):2224-2234.

入库方式： OAI收割

来源：计算技术研究所

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