Dynamic Resource Allocation Using Virtual Machines for Cloud Computing   Environment

doi:10.1109/TPDS.2012.283

CORC > 北京大学 > 信息科学技术学院

	Dynamic Resource Allocation Using Virtual Machines for Cloud Computing Environment
	Xiao, Zhen ; Song, Weijia ; Chen, Qi
刊名	ieee transactions on parallel and distributed systems
	2013
关键词	Cloud computing resource management virtualization green computing
DOI	10.1109/TPDS.2012.283
英文摘要	Cloud computing allows business customers to scale up and down their resource usage based on needs. Many of the touted gains in the cloud model come from resource multiplexing through virtualization technology. In this paper, we present a system that uses virtualization technology to allocate data center resources dynamically based on application demands and support green computing by optimizing the number of servers in use. We introduce the concept of "skewness" to measure the unevenness in the multidimensional resource utilization of a server. By minimizing skewness, we can combine different types of workloads nicely and improve the overall utilization of server resources. We develop a set of heuristics that prevent overload in the system effectively while saving energy used. Trace driven simulation and experiment results demonstrate that our algorithm achieves good performance.; http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:000318499900006&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=8e1609b174ce4e31116a60747a720701 ; Computer Science, Theory & Methods; Engineering, Electrical & Electronic; SCI(E); EI; 33; ARTICLE; 6; 1107-1117; 24
语种	英语
内容类型	期刊论文
源URL	[http://ir.pku.edu.cn/handle/20.500.11897/152304]
专题	信息科学技术学院
推荐引用方式 GB/T 7714	Xiao, Zhen,Song, Weijia,Chen, Qi. Dynamic Resource Allocation Using Virtual Machines for Cloud Computing Environment[J]. ieee transactions on parallel and distributed systems,2013.
APA	Xiao, Zhen,Song, Weijia,&Chen, Qi.(2013).Dynamic Resource Allocation Using Virtual Machines for Cloud Computing Environment.ieee transactions on parallel and distributed systems.
MLA	Xiao, Zhen,et al."Dynamic Resource Allocation Using Virtual Machines for Cloud Computing Environment".ieee transactions on parallel and distributed systems (2013).