Stackelberg Game-Based Pricing and Offloading in Mobile Edge Computing

被引:10
|
作者
Tao, Ming [1 ]
Ota, Kaoru [2 ]
Dong, Mianxiong [2 ]
Yuan, Huaqiang [1 ]
机构
[1] Dongguan Univ Technol, Sch Comp Sci & Technol, Dongguan 523820, Peoples R China
[2] Muroran Inst Technol, Dept Informat & Elect Engn, Muroran, Hokkaido 0508585, Japan
基金
日本科学技术振兴机构; 日本学术振兴会;
关键词
Servers; Task analysis; Pricing; Games; Energy consumption; Resource management; Dynamic scheduling; Mobile edge computing; computation offloading; resources pricing; Stackelberg game; RESOURCE-ALLOCATION;
D O I
10.1109/LWC.2021.3138938
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Owing to the limited computing resources at the MEC server, reasonable strategies of resources pricing and task offloading are necessary to be designed. In this letter, a scenario of multi-users and single MEC server with limited computing resources is studied, where each end-user has a divisible task which could be offloaded portion to the MEC server for execution, both local and offloaded portions of a task cannot be instantiated for execution at the same time, and a stackelberg game based pricing and offloading is investigated. The game is established based on the relationship between the MEC server resources pricing and task offloading quantities, and the existence of the stackelberg equilibrium is proved. Differential evolution algorithm is then used to find the best strategies of the resources pricing for the MEC server and task offloading quantities for end-users. Simulation results show that the investigations can improve the profit of the MEC server and the utility of end-users, which result in the win-win situation.
引用
收藏
页码:883 / 887
页数:5
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