When Sensor-Cloud Meets Mobile Edge Computing

被引:20
|
作者
Wang, Tian [1 ,2 ]
Lu, Yucheng [1 ]
Cao, Zhihan [1 ]
Shu, Lei [3 ]
Zheng, Xi [4 ]
Liu, Anfeng [5 ]
Xie, Mande [6 ]
机构
[1] Huaqiao Univ, Coll Comp Sci & Technol, Xiamen 361021, Peoples R China
[2] Fujian Prov Univ, Huaqiao Univ, Key Lab Comp Vis & Machine Learning, Xiamen 361021, Peoples R China
[3] Nanjing Agr Univ, Coll Engn, Nanjing 210095, Peoples R China
[4] Macquarie Univ, Dept Comp, Macquarie Pk, NSW 2109, Australia
[5] Cent South Univ, Coll Comp Sci & Engn, Changsha 410083, Peoples R China
[6] Zhejiang Gongshang Univ, Sch Comp Sci & Informat Engn, Hangzhou 310018, Peoples R China
关键词
sensor-clouds; WSNs; cloud computing; mobile edge computing; HASHING-BASED APPROACH; SERVICE RECOMMENDATION; BIG DATA; ADAPTIVE DATA; SCHEME; AUTHENTICATION; NETWORKS; PROTOCOL; SYSTEMS; RISK;
D O I
10.3390/s19235324
中图分类号
O65 [分析化学];
学科分类号
070302 ; 081704 ;
摘要
Sensor-clouds are a combination of wireless sensor networks (WSNs) and cloud computing. The emergence of sensor-clouds has greatly enhanced the computing power and storage capacity of traditional WSNs via exploiting the advantages of cloud computing in resource utilization. However, there are still many problems to be solved in sensor-clouds, such as the limitations of WSNs in terms of communication and energy, the high latency, and the security and privacy issues due to applying a cloud platform as the data processing and control center. In recent years, mobile edge computing has received increasing attention from industry and academia. The core of mobile edge computing is to migrate some or all of the computing tasks of the original cloud computing center to the vicinity of the data source, which gives mobile edge computing great potential in solving the shortcomings of sensor-clouds. In this paper, the latest research status of sensor-clouds is briefly analyzed and the characteristics of the existing sensor-clouds are summarized. After that we discuss the issues of sensor-clouds and propose some applications, especially a trust evaluation mechanism and trustworthy data collection which use mobile edge computing to solve the problems in sensor-clouds. Finally, we discuss research challenges and future research directions in leveraging mobile edge computing for sensor-clouds.
引用
收藏
页数:17
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