Adaptive QoS Management for Mobile Cloud Services

被引：0
|
作者：
Peng, Zhang [1 ]
Zheng, Yan [2 ,3 ]
机构：
[1] Xian Univ Posts & Telecommun, Res Inst Mobile Internet, Xian 710121, Shaanxi Provinc, Peoples R China
[2] Aalto Univ, Dept Commun & Networking, Espoo 11000, Finland
[3] Xidian Univ, Sch Telecommun Engn, Xian 710071, Shaanxi Provinc, Peoples R China
来源：
CHINA COMMUNICATIONS | 2011年 / 8卷 / 06期
关键词：
mobile Internet; cloud computing; QoS management; fuzzy cognitive map;
D O I：
暂无
中图分类号：
TN [电子技术、通信技术];
学科分类号：
0809 ;
摘要：
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.
引用
收藏
页码：36 / 43
页数：8
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