Providing Desirable Data to Users when Integrating Wireless Sensor Networks with Mobile Cloud

被引:8
|
作者
Zhu, Chunsheng [1 ]
Leung, Victor C. M. [1 ]
Wang, Hai [2 ]
Chen, Wei [3 ,4 ]
Liu, Xiulong [5 ]
机构
[1] Univ British Columbia, Dept Elect & Comp Engn, Vancouver, BC V5Z 1M9, Canada
[2] Pohang Univ Sci & Technol, Dept Comp Sci & Engn, Pohang, South Korea
[3] China Univ Min & Technol, Coll Comp Sci & Technol, Beijing, Peoples R China
[4] China Univ Min & Technol, State Key Lab Coal Resources & Safe Min, Beijing, Peoples R China
[5] Dalian Univ Technol, Sch Comp Sci & Technol, Dalian, Peoples R China
关键词
wireless sensor networks; mobile cloud computing; integration; data; deployment;
D O I
10.1109/CloudCom.2013.86
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Wireless sensor networks (WSNs) receive a lot of attention because of their great potential in monitoring the physical or environmental conditions of military, industry, and civilian. Moreover, mobile cloud computing (MCC) is widely focused, as they can greatly alleviate the hardware limit of mobile devices as well as enable a lot of new mobile applications. All these make the integration of WSNs and MCC a very hot research topic. In this paper, we first observe a context non-awareness issue between mobile user and WSNs, which affects the mobile user obtaining the desirable data when integrating WSNs and MCC. Then focusing on solving the context nonawareness issue to provide desirable data to mobile users, we propose a novel framework for integrating WSNs and MCC. The proposed framework performs data recommendation, data prediction as well as data traffic monitoring in the cloud to obtain the data feature information required by the mobile users and potential status of WSNs. Then these user data feature information and potential WSNs status information are utilized to optimize the deployment of WSNs and check the status of WSNs. This could in turn offer the desirable data to the mobile users. Extensive evaluations also validate the effectiveness of the proposed framework.
引用
收藏
页码:607 / 614
页数:8
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