Resource Allocation Policy Based on Trust in the Multi-Cloud Environment

被引:0
|
作者
Yang, Jie [1 ,2 ]
Zhu, Haibin [3 ]
Zhu, Xianjun [4 ]
Liu, Yi [1 ]
Liu, Linyuan [5 ]
Liu, Tieqiao [1 ]
机构
[1] Hangzhou Dianzi Univ, Sch Management, Hangzhou 310018, Zhejiang, Peoples R China
[2] Res Ctr Informat Technol & Econ & Social Dev, Hangzhou 310018, Zhejiang, Peoples R China
[3] Nipissing Univ, Collaborat Syst Lab, 100 Coll Dr, North Bay, ON P1B 8L7, Canada
[4] Jinling Inst Technol, Sch Software Engn, Nanjing 211169, Jiangsu, Peoples R China
[5] Nanjing Audit Univ, Dept E Commerce, Nanjing 211815, Jiangsu, Peoples R China
基金
中国国家自然科学基金;
关键词
multi-cloud; trust; security; resource allocation;
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Cloud computing is growing rapidly due to its features of low cost, space saving, sharing etc., yet security issues are still a major concern. Multi-cloud computing technology was developed, in part, to address security concerns. One technique could use the Shamir's secret sharing method which is based on risk diversification. This work offers a solution strategy allowing users to allocate their resources to different cloud providers. In addition, we use trust values to measure a user's security when using cloud providers. Such values are used in contrast to the risk that user's resources may be leaked. The strategy is to find an appropriate plan whose trust value, from the user's perspective, is maximized by using a genetic algorithm. Experimental results indicate that the proposed solution strategy is effective and efficient.
引用
收藏
页码:3207 / 3212
页数:6
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