A market-oriented incentive mechanism for emergency demand response in colocation data centers
Wang, Rui1; Wang, Youshi4,5; Zhang, Fa5; Chi, Ce4,5; Ren, Shaolei3; Liu, Fangming2; Liu, Zhiyong5
刊名SUSTAINABLE COMPUTING-INFORMATICS & SYSTEMS
2019-06-01
卷号22页码:13-25
关键词Approximation algorithm Colocation data center Energy efficiency Incentive mechanism Truthfulnessa
ISSN号2210-5379
DOI10.1016/j.suscom.2019.01.020
英文摘要Rapidly developing colocation data centers (or colocations, for short) have become important participants in emergency demand response (EDR) programs. Different from traditional data centers, in colocations, tenants control their own servers; thus, they may not coordinate to reduce their power consumption. In this paper, to encourage tenants to join EDR programs, we propose a market-oriented incentive mechanism, MicDR, which can effectively reduce energy costs. MicDR includes a local incentive mechanism (LiMec), a global incentive mechanism (GiMec) and a server-sharing incentive mechanism (SiMec). LiMec motivates tenants to improve their energy efficiency locally. GiMec encourages tenants to improve their energy efficiency by requesting public server resources. To support the requests sparked by GiMec, SiMec encourages tenants to share idle server resources. A (1 + epsilon)-approximation algorithm is proposed to achieve an asymptotic optimal energy-saving scheme. The performance of the proposed algorithm is evaluated, and trace-driven simulations verify the effectiveness and feasibility of MicDR. (C) 2019 Elsevier Inc. All rights reserved.
资助项目National Natural Science Foundation of China[61520106005] ; National Natural Science Foundation of China[61761136014] ; National Key Research and Development Program of China[2017YFB1010001]
WOS研究方向Computer Science
语种英语
出版者ELSEVIER SCIENCE BV
WOS记录号WOS:000472062300002
内容类型期刊论文
源URL[http://119.78.100.204/handle/2XEOYT63/4169]  
专题中国科学院计算技术研究所期刊论文_英文
通讯作者Liu, Zhiyong
作者单位1.Microsoft, Beijing, Peoples R China
2.Huazhong Univ Sci & Technol, Wuhan, Hubei, Peoples R China
3.Univ Calif Riverside, Riverside, CA 92521 USA
4.Univ Chinese Acad Sci, Beijing, Peoples R China
5.Chinese Acad Sci, Inst Comp Technol, High Performance Comp Res Ctr, Beijing, Peoples R China
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Wang, Rui,Wang, Youshi,Zhang, Fa,et al. A market-oriented incentive mechanism for emergency demand response in colocation data centers[J]. SUSTAINABLE COMPUTING-INFORMATICS & SYSTEMS,2019,22:13-25.
APA Wang, Rui.,Wang, Youshi.,Zhang, Fa.,Chi, Ce.,Ren, Shaolei.,...&Liu, Zhiyong.(2019).A market-oriented incentive mechanism for emergency demand response in colocation data centers.SUSTAINABLE COMPUTING-INFORMATICS & SYSTEMS,22,13-25.
MLA Wang, Rui,et al."A market-oriented incentive mechanism for emergency demand response in colocation data centers".SUSTAINABLE COMPUTING-INFORMATICS & SYSTEMS 22(2019):13-25.
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