文章基本信息

标题：Utility-based Virtual Cloud Resource Allocation Model and Algorithm in Cloud Computing
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作者：Zhu Jianrong ; Li Jing ; Zhuang Yi 等
期刊名称：International Journal of Grid and Distributed Computing
印刷版ISSN：2005-4262
出版年度：2015
卷号：8
期号：2
页码：177-190
DOI：10.14257/ijgdc.2015.8.2.17
出版社：SERSC
摘要：How to satisfy the users' QoS requirements while improving the resource utilization is one of the key technologies in cloud computing environment. In our work, a virtual cloud resource allocation model VCRAM-U (Utility-based Virtual Cloud Resource Allocation Model) is proposed. In our model, the problem of virtual cloud resources allocation is abstracted as a utility-maximization problem, taking tradeoffs between the utility of the data center and the performance of the applications into account, and maximizing the utility on the premise of meet user's performance. We design a local decision algorithm and a global decision algorithm to solve our model. Experimental results show that the virtual cloud resources can be managed and allocated efficiently by our model and algorithms. In addition, our model can get a higher utility of the data center compared with other models.
关键词：cloud computing; utility; virtualization; resource allocation; QoS