Exploiting Mobile Crowdsourcing for Pervasive Cloud Services: Challenges and Solutions

被引：112

作者：

Ren, Ju ^{[1
]}

Zhang, Yaoxue ^{[1
]}

Zhang, Kuan ^{[2
]}

Shen, Xuemin ^{[2
]}

机构：

[1] Cent S Univ, Dept Comp Sci, Changsha 410083, Hunan, Peoples R China

[2] Univ Waterloo, Dept Elect & Comp Engn, Waterloo, ON N2L 3G1, Canada

来源：

IEEE COMMUNICATIONS MAGAZINE | 2015年 / 53卷 / 03期

基金：

中国国家自然科学基金; 加拿大自然科学与工程研究理事会;

关键词：

Data handling - Web services - Crowdsourcing - Mobile telecommunication systems;

D O I：

10.1109/MCOM.2015.7060488

中图分类号：

TM [电工技术]; TN [电子技术、通信技术];

学科分类号：

0808 ; 0809 ;

摘要：

With the proliferation of increasingly powerful mobile devices, mobile users can collaboratively form a mobile cloud to provide pervasive services, such as data collecting, processing, and computing. With this mobile cloud, mobile crowdsourcing, as an emerging service paradigm, can enable mobile users to take over the out-sourced tasks. By leveraging the sensing capabilities of mobile devices and integrating human-intelligence and machine-computation, mobile crowdsourcing has the potential to revolutionize the approach of data collecting and processing. In this article we investigate the mobile crowdsourcing architecture and applications, then discuss some research challenges and countermeasures for developing mobile crowdsourcing. Some research orientations are finally envisioned for further studies.

引用

页码：98 / 105

页数：8

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