| 移动云服务的自适应业务质量管理 |
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| 引用本文： | 张鹏,闫峥.移动云服务的自适应业务质量管理[J].中国通信学报,2011,8(6):36-43. |
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| 作者姓名： | 张鹏 闫峥 |
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| 摘 要： |
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| 收稿时间： | 2011-11-23; |
Adaptive QoS Management for Mobile Cloud Services |
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| Zhang Peng,Yan Zheng,.Adaptive QoS Management for Mobile Cloud Services[J].China communications magazine,2011,8(6):36-43. |
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| Authors: | Zhang Peng Yan Zheng |
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| Affiliation: | 1Research lnstitute of Mobile lnternet,Xi'an University of Posts and Telecommunications,Xi'an 710121, Shaanxi Province, P.R.China
2Department of Communications and Networking, Aalto University, Espoo 11000, Finland
3School of Telecommunications Engineering, Xidian University, Xi'an 710071, Shaanxi Province, P.R.China |
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| Abstract: | The rapid growth of cloud computing and mobile Internet services has triggered the emergence of mobile cloud services. Among many challenges, QoS management is one of the crucial issues for mobile cloud services. However, existing works on QoS management for cloud computing can hardly fit well to the mobile environment. This paper presents a QoS management architecture and an adaptive management process that can predict, assess and ensure QoS of mobile cloud services. Furthermore, we propose an adaptive QoS management model based on Fuzzy Cognitive Maps (FCM), which suitably represents the causal relationships among QoS related properties and cloud service modes. We evaluate the proposed solution and demonstrate its effectiveness and benefits based on simulation work. |
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| Keywords: | mobile Internet cloud computing QoS management fuzzy cognitive map |
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