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云计算下用户行为特征的服务选择策略
引用本文:李梦源,刘宴兵,肖云鹏.云计算下用户行为特征的服务选择策略[J].重庆邮电大学学报(自然科学版),2013,25(5):639-643.
作者姓名:李梦源  刘宴兵  肖云鹏
作者单位:重庆邮电大学 计算机科学与技术学院,重庆 400065;重庆邮电大学 计算机科学与技术学院,重庆 400065;重庆邮电大学 软件学院,重庆 400065
基金项目:国家自然科学基金资助项目(61272400);新世纪优秀人才支持计划项目;重庆市高校成果转化项目(Kjzh10206);公安部信息网络安全重点实验室项目(C11609);重庆市教委科学计划项目(KJ110529)
摘    要:在云模型中,不同的网络资源被网络虚拟化抽象成为各种服务,这些服务经过进一步的组合后以服务组合的方式提供给终端用户。为保证用户能高效地选取服务,从用户体验质量的角度,分析云环境下用户访问服务的行为,利用其访问服务的偏好性,提出基于用户行为特征的服务选择策略。理论分析和实验表明,该策略能保证较高的性能及用户满意度,能为用户提供有效的选择方案。

关 键 词:云计算  服务选择  用户行为  体验质量  最短路径
收稿时间:2012/10/29 0:00:00
修稿时间:2013/9/13 0:00:00

Services selection strategy based on user behavior in cloud computing
LI Mengyuan,LIU Yanbing and XIAO Yunpeng.Services selection strategy based on user behavior in cloud computing[J].Journal of Chongqing University of Posts and Telecommunications,2013,25(5):639-643.
Authors:LI Mengyuan  LIU Yanbing and XIAO Yunpeng
Institution:College of Computer, Chongqing University of Posts and Telecommunications, Chongqing, 400065, P. R. China;College of Computer, Chongqing University of Posts and Telecommunications, Chongqing, 400065, P. R. China;Software College, Chongqing University of Posts and Telecommunications, Chongqing, 400065, P. R. China
Abstract:In the cloud model, different network resources are abstracted into various services by network virtualization. After further combination, these services are provided to end users through service composition. To ensure that users can select services efficiently, this paper, with a view to Quality of Experience, analyses user behaviors of access to services in the cloud environment, exploits user preferences of access to service and then presents a service selection strategy based on user behavior. The theoretical analysis and experimental results show that the strategy can ensure higher performance and user satisfaction, and provide users with effective options.
Keywords:cloud computing  service selection  user behavior  quality of experience(QoE)  the shortest path
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