Selective Offloading by Exploiting ARIMA-BP for Energy Optimization in Mobile Edge Computing Networks
Selective Offloading by Exploiting ARIMA-BP for Energy Optimization in Mobile Edge Computing Networks
复制标题
利用 ARIMA-BP 进行选择性卸载以实现移动边缘计算网络中的能源优化
作者：
Ming Zhao;Ke Zhou
Mobile Edge Computing (MEC) is an innovative technique, which can provide cloud-computing near mobile devices on the edge of networks. Based on the MEC architecture, this paper proposes an ARIMA-BP-based Selective Offloading (ABSO) strategy, which minimizes the energy consumption of mobile devices while meeting the delay requirements. In ABSO, we exploit an ARIMA-BP model for estimating computation capacity of the edge cloud, and then design a Selective Offloading Algorithm for obtaining offloading strategy. Simulation results reveal that the ABSO can apparently decrease the energy consumption of mobile devices in comparison with other offloading methods.
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影响因子：
9.3
作者：
Weiwen Zhang;Yonggang Wen
通讯作者：
Weiwen Zhang;Yonggang Wen
DOI：
10.1109/cnsm.2010.5691343
发表时间：
2010-10
期刊：
2010 International Conference on Network and Service Management
影响因子：
--
作者：
Zhenhuan Gong;Xiaohui Gu;J. Wilkes
通讯作者：
Zhenhuan Gong;Xiaohui Gu;J. Wilkes
DOI：
10.1109/glocomw.2017.8269049
发表时间：
2017-12
期刊：
2017 IEEE Globecom Workshops (GC Wkshps)
影响因子：
--
作者：
Jun Guo;Heli Zhang;Lichao Yang;Hong Ji;Xi Li
通讯作者：
Jun Guo;Heli Zhang;Lichao Yang;Hong Ji;Xi Li
影响因子：
6.4
作者：
H. Nguyen;Zhiming Shen;Xiaohui Gu;Sethuraman Subbiah;J. Wilkes
通讯作者：
H. Nguyen;Zhiming Shen;Xiaohui Gu;Sethuraman Subbiah;J. Wilkes
影响因子：
6.8
作者：
Munoz, Olga;Pascual-Iserte, Antonio;Vidal, Josep
通讯作者：
Vidal, Josep