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	Social-optimized win-win resource allocation for self-organizing cloud
	Di sheng; Wang cho-li; Cheng luwei; Chen ling
	2011
会议名称	2011 International Conference on Cloud and Service Computing
会议地点	Hong Kong
英文摘要	With the increasing scale of applications and the number of users, we design a Self-organizing Cloud (SoC) which aims to make use of the distributed volunteer computers or dedicated machines to provide powerful computing ability. These resources are provisioned elastically according to user's specific demand, by leveraging virtual machine (VM) resource isolation technology. Based on such a framework, we propose a social-optimized auction-based resource allocationscheme, which mainly tackles two issues: (1) how to make full use of the widely dispersed multi-attribute idle resources to construct a win-win situation, such that each task schedule could let both sides (resource providers and consumers) be satisfied with their final payoffs. (2) The total resource utility welfare should also beoptimized to guarantee the overall performance around the global system. The key challenge of getting the win-win effect with social optimization is its provable NP-completeness. Finally, we validate that our approach can effectively improve the resource contributor's payoffs up to about five times as the level without our method via simulation work. Meanwhile, our approach can also keep a high level of the processing rate for the task scheduling. © 2011 IEEE.(31 refs)
收录类别	EI
语种	英语
内容类型	会议论文
源URL	[http://ir.siat.ac.cn:8080/handle/172644/3640]
专题	深圳先进技术研究院_数字所
作者单位	2011
推荐引用方式 GB/T 7714	Di sheng,Wang cho-li,Cheng luwei,et al. Social-optimized win-win resource allocation for self-organizing cloud[C]. 见:2011 International Conference on Cloud and Service Computing. Hong Kong.

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