计算机科学 ›› 2015, Vol. 42 ›› Issue (Z11): 542-543.
郑剑,蔡婷,杜兴
ZHENG Jian, CAI Ting and DU Xing
摘要： 为了降低电费成本,一些数据中心使用绿色能源供电。然而,负载的波动性和电价的时间差异性给数据中心电费成本带来了挑战。针对上述问题,提出一种低成本的负载调度算法,使得数据中心电费最小化。首先,建立电力耗费模型；然后,将电费最小化问题形式化为一个多目标约束的优化问题；最后,求解该优化问题得到相应的负载调度策略。实验结果表明:该算法可以在保证负载性能的前提下,有效降低数据中心的电费成本。
| [1] Koomey J.Growth in data center electricity use 2005 to 2010.Oakland:Analytics Press,2011.http://www.analyticspress.com/datacenters.html [2] Qureshi A,Weber R,Balakrishnan H,et al.Cutting the electric bill for internet-scale systems[J].ACM SIGCOMM Computer Communication Review,2009,9(4):123-134 [3] 北京市电网峰谷分时销售电价表.http://www.bjpc.gov.cn/ywpd/wjgl/cx/jz/201208/t3884351.htm [4] 上海市居民生活用电试行居民阶梯电价的实施细则.http://www.sh.sgcc.com.cn/ FSM_CMS/ html/main/col41 /2013-03/21/20130321134924057695122_1.html [5] Chase J S,Anderson D C,Thakar P N,et al.Managing energy and server resources in hosting centers[J].ACM SIGOPS Operating Systems Review,2001,5(5):103-116 [6] 谭一鸣,曾国荪,王伟.随机任务在云计算平台中能耗的优化管理方法[J].软件学报,2012,3(2):266-278 [7] Rao L,Liu X,Xie L,et al.Minimizing electricity cost:Optimization of distributed internet data centers in a multi-electricitymarket environment[C]∥Proc.of the IEEE INFOCOM.IEEE,2010:1-9 [8] Urgaonkar R,Urgaonkar B,Neely M J,et al.Optimal power cost management using stored energy in data centers[C]∥Proc.of the ACM SIGMETRICS Joint Int’l Conf.on Measurement and Modeling of Computer Systems.New York:ACM Press,2011:221-232 [9] Gao P X,Curtis A R,Wong B,et al.It’s not easy being green[J].ACM SIGCOMM Computer Communication Review,2012,2(4):211-222 [10] Liu Z H,Lin M H,Wierman A,et al.Greening geographical load balancing[C]∥Proc.of the ACM SIGMETRICS Joint Int’l Conf.on Measurement and Modeling of Computer Systems.New York:ACM Press,2011:233-244 [11] Deng W,Liu F M,Jin H,et al.SmartDPSS:Cost-Minimizing multi-source power supply for datacenters with arbitrary demand[C]∥Proc.of the 2013 IEEE 33rd Int’l Conf.on Distributed Computing Systems (ICDCS).IEEE,2013:420-429 [12] Georgiadis L,Neely M J,Tassiulas L.Resource allocation andcross-layer control in wireless networks[J].Foundations and Trends inNetworking,2006,1(1):1-144 [13] Neely M J.Stochastic network optimization with application to communication and queueing systems[J].Synthesis Lectures on Communication Networks,2010,3(1):1-211 [14] Fan X,Weber W D,Barroso L A.Power provisioning for a warehouse-sized computer[J].ACM SIGARCH Computer ArchitectureNews,2007,5(2):13-23 [15] Chase J S,Anderson D C,Thakar P N,et al.Managing energy and server resources in hosting centers[J].ACM SIGOPS Opera-ting Systems Review,2001,5(5):103-116 [16] Chen Y,Das A,Qin W,et al.Managing server energy and operational costs in hosting centers[J].ACM SIGMETRICS Perfor-mance Evaluation Review,2005,3(1):303-314 [17] Wang P J,Rao L,Liu X,et al.Dynamic power management of distributed Internet data centers in smart grid environment[C]∥Proc.of the IEEE Global Telecommunications Conf.(GLOBECOM 2011).IEEE,2011:1-5 [18] Zhang Y W,Wang Y F,Wang X R.Capping the electricity cost of cloud-scale data centers with impacts on power markets[C]∥Proc.of the 20th Int’l Symp.on High Performance Distributed Computing.New York:ACM Press,2011:271-272 [19] googleclusterdata.https://code.google.com/p/googleclu-sterdata/ [20] San clemente island data.http://www.nrel.gov/midc/scid/ [21] Zhang Y W,Wang Y F,Wang X R.GreenWare:Greening cloud-scale data centers to maximize the use of renewable energy[C]∥Kon F,ed.Proc.of the Middleware 2011.Berlin,Heidelberg:Springer-Verlag,2011:143-164 |
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