Simulated-annealing load balancing for resource allocation in cloud environments

Zongqin Fan, Hong Shen, Yanbo Wu, Yidong Li

研究成果: Conference contribution同行評審

20 引文 斯高帕斯(Scopus)

摘要

Recently, the development of cloud computing has received considerable attention. For cloud service providers, packing VMs onto a small number of servers is an effective way to reduce energy costs, so as to improve the efficiency of the data center. However allocating too many VMs on a physical machine may cause some hot spots which violate the SLA of applications. Load balancing of the entire system is hence needed to guarantee the SLA. In this paper, we present a simulated-annealing load balancing algorithm for solving the resource allocation and scheduling problem in a cloud computing environment. Experimental results show that this method is able to achieve load balancing, and performs better than the round robin and basic simulated-annealing algorithms.

原文English
主出版物標題Parallel and Distributed Computing, Applications and Technologies, PDCAT Proceedings
編輯Shi-Jinn Horng
發行者IEEE Computer Society
頁面1-6
頁數6
ISBN(電子)9781479924189
DOIs
出版狀態Published - 18 9月 2014
對外發佈
事件14th International Conference on Parallel and Distributed Computing, Applications and Technologies, PDCAT 2013 - Taipei, Taiwan, Province of China
持續時間: 16 12月 201318 12月 2013

出版系列

名字Parallel and Distributed Computing, Applications and Technologies, PDCAT Proceedings

Conference

Conference14th International Conference on Parallel and Distributed Computing, Applications and Technologies, PDCAT 2013
國家/地區Taiwan, Province of China
城市Taipei
期間16/12/1318/12/13

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