Age Based Task Scheduling and Computation Offloading in Mobile-Edge Computing Systems

被引:0
|
作者
Song, Xianxin [1 ]
Qin, Xiaoqi [1 ]
Tao, Yunzheng [2 ]
Liu, Baoling [1 ]
Zhang, Ping [1 ]
机构
[1] Beijing Univ Posts & Telecommun, State Key Lab Networking & Switching Technol, Beijing 100876, Peoples R China
[2] Huawei Technol CO LTD, Shenzhen, Peoples R China
基金
美国国家科学基金会;
关键词
Mobile-edge computing (MEC); age of task (AoT); task scheduling; computation offloading;
D O I
10.1109/wcncw.2019.8902529
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
To support emerging real-time monitoring and control applications, the timeliness of computation results is of critical importance to mobile-edge computing (MEC) systems. We propose a performance metric called age of task (AoT) based on the concept of age of information (AoI), to evaluate the temporal value of computation tasks. In this paper, we consider a system consisting of a single MEC server and one mobile device running several applications. We study an age minimization problem by jointly considering task scheduling, computation offloading and energy consumption. To solve the problem efficiently, we propose a light-weight task scheduling and computation offloading algorithm. Through performance evaluation, we show that our proposed age-based solution is competitive when compared with traditional strategies.
引用
收藏
页数:6
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