User mobility aware task assignment for Mobile Edge Computing

被引:91
|
作者
Wang, Zi [1 ]
Zhao, Zhiwei [1 ,3 ,4 ]
Min, Geyong [2 ]
Huang, Xinyuan [1 ]
Ni, Qiang [5 ]
Wang, Rong [6 ]
机构
[1] Univ Elect Sci & Technol China, Sch Comp Sci & Engn, Chengdu, Sichuan, Peoples R China
[2] Univ Exeter, Coll Engn Math & Phys Sci, Exeter, Devon, England
[3] Tsinghua Univ, Res Inst Informat Technol, Beijing, Peoples R China
[4] Tsinghua Univ, Natl Lab Informat Sci & Technol TNList, Beijing, Peoples R China
[5] Univ Lancaster, Sch Comp & Commun, Lancaster, England
[6] Zhejiang Univ, Coll Comp Sci, Hangzhou, Zhejiang, Peoples R China
基金
英国工程与自然科学研究理事会; 中国国家自然科学基金;
关键词
Mobile Edge Computing; Task assignment; User mobility; Offloading; COMPUTATION;
D O I
10.1016/j.future.2018.02.014
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
Mobile Edge Computing (MEC) has emerged as a prospective computing paradigm to provide pervasive computing and storage services for mobile and big data applications. In MEC, many small cell base stations (sBSs) are deployed to establish a mobile edge network (MEN). These sBSs can be usually accessed directly by mobile users. The computational tasks are first offloaded from mobile users to the MEN and then executed in one or several specific sBSs in the MEN. While the offloading decision has been well studied, the task execution delay on the MEN side is overlooked. This paper aims at reducing the task execution delay by task scheduling in MENs. Specifically, we jointly consider the task properties, the user mobility and network constraints. The problem is formalized as a constraint satisfaction problem and a lightweight heuristic solution is proposed for fast scheduling. We conduct simulation experiments to study the performance of the proposed work. The results show that our work is able to significantly reduce the task execution delay in MENs and thus reduces the end-to-end delay for MEC tasks. (C) 2018 Elsevier B.V. All rights reserved.
引用
收藏
页码:1 / 8
页数:8
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