Energy-Aware Task Offloading in the Internet of Things

被引:19
|
作者
Li, Jiliang [1 ]
Dai, Minghui [2 ]
Su, Zhou [1 ,3 ]
机构
[1] Xi An Jiao Tong Univ, Xian, Peoples R China
[2] Shanghai Univ, Sch Mech Engn & Automat, Shanghai, Peoples R China
[3] Shanghai Univ, Shanghai, Peoples R China
关键词
Task analysis; Servers; Cloud computing; Computer architecture; Delays; Energy consumption; Edge computing; EDGE; NETWORKS;
D O I
10.1109/MWC.001.1900495
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
With the increasing demands of big data applications in the Internet of Things (IoT), various applications have emerged to provide mobile services for IoT devices. However, due to the increasing number of IoT devices, transmission delay, energy consumption, and heavy load become new challenges for offloading tasks. Therefore, this article introduces a novel energy-aware task offloading scheme in IoT to determine the optimal offloading strategy. First, the architecture of mobile edge computing (MEC) in IoT is investigated. Second, the challenges of task offloading in MEC for IoT are introduced. Third, the framework of task offloading for MEC is proposed, and the optimal offloading strategy for computing task is achieved. Finally, simulation results show that the proposed scheme can effectively improve the efficiency of task offloading compared with the conventional scheme.
引用
收藏
页码:112 / 117
页数:6
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