Energy-efficient Virtual Machine Provision Algorithms for Cloud Systems

作者: Ching-Chi Lin , Pangfeng Liu , Jan-Jan Wu

DOI: 10.1109/UCC.2011.21

关键词:

摘要: Power consumption is one of the most critical problems in data centers. One effective way to reduce power consolidate hosting workloads and shut down physical machines which become idle after consolidation. Server consolidation a NP-hard problem. In this paper, we propose two new algorithms, Dynamic Round-Robin (DRR) Hybrid, combines DRR First-Fit, for energy aware virtual machine scheduling We also an accurate model estimate resulted from each algorithm. Strategies proposed are compared with GREEDY, ROUNDROBIN POWERSAVE strategies implemented Eucalyptus Cloud system. Our experiment results show that our Hybrid algorithms by 56.4% 55.9% respectively, strategy Eucalyptus. DDR result 3% less on average,

参考文章(12)
Leonidas Rigas, Feng Zhao, Suman Nath, Lin Xiao, Wenbo He, Jie Liu, Gong Chen, Energy-aware server provisioning and load dispatching for connection-intensive internet services networked systems design and implementation. pp. 337- 350 ,(2008)
Christian Limpach, Eric Jul, Andrew Warfield, Steven Hand, Ian Pratt, Christopher Clark, Jacob Gorm Hansen, Keir Fraser, Live migration of virtual machines networked systems design and implementation. pp. 273- 286 ,(2005) , 10.5555/1251203.1251223
Liang Liu, Hao Wang, Xue Liu, Xing Jin, Wen Bo He, Qing Bo Wang, Ying Chen, GreenCloud Proceedings of the 6th international conference industry session on Autonomic computing and communications industry session - ICAC-INDST '09. pp. 29- 38 ,(2009) , 10.1145/1555312.1555319
Michele Mazzucco, Dmytro Dyachuk, Ralph Deters, Maximizing Cloud Providers' Revenues via Energy Aware Allocation Policies 2010 IEEE 3rd International Conference on Cloud Computing. pp. 131- 138 ,(2010) , 10.1109/CLOUD.2010.68
Jeffrey S. Chase, Darrell C. Anderson, Prachi N. Thakar, Amin M. Vahdat, Ronald P. Doyle, Managing energy and server resources in hosting centers symposium on operating systems principles. ,vol. 35, pp. 103- 116 ,(2001) , 10.1145/502034.502045
Binzhou Xia, Zhiyi Tan, Tighter bounds of the First Fit algorithm for the bin-packing problem Discrete Applied Mathematics. ,vol. 158, pp. 1668- 1675 ,(2010) , 10.1016/J.DAM.2010.05.026
Shingo Takeda, Toshinori Takemura, A Rank-based VM Consolidation Method for Power Saving in Datacenters Ipsj Online Transactions. ,vol. 3, pp. 88- 96 ,(2010) , 10.2197/IPSJTRANS.3.88
Xiaobo Fan, Wolf-Dietrich Weber, Luiz Andre Barroso, Power provisioning for a warehouse-sized computer Proceedings of the 34th annual international symposium on Computer architecture - ISCA '07. ,vol. 35, pp. 13- 23 ,(2007) , 10.1145/1250662.1250665
Liting Hu, Hai Jin, Xiaofei Liao, Xianjie Xiong, Haikun Liu, Magnet: A novel scheduling policy for power reduction in cluster with virtual machines international conference on cluster computing. pp. 13- 22 ,(2008) , 10.1109/CLUSTR.2008.4663751
Michele Mazzucco, Dmytro Dyachuk, Marios Dikaiakos, Profit-Aware Server Allocation for Green Internet Services modeling, analysis, and simulation on computer and telecommunication systems. pp. 277- 284 ,(2010) , 10.1109/MASCOTS.2010.36