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作者:

Zhang, Ke (Zhang, Ke.) | Lyu, Ying (Lyu, Ying.) | Zhang, Liguo (Zhang, Liguo.) (学者:张利国)

收录:

EI

摘要:

Recent advances in edge computing had significant impacts on the development of internet of vehicles. However, the internet of vehicles are confronted with serious challenge in terms of deployment unbalanced, computing resource allocation unbalanced and time delay on real-time computing because of the roadside edge computing nodes. In this paper, a task queuing model and computing resource dynamic scheduling policy are proposed. Firstly, a mobile edge computing (MEC) architecture is designed to build elastic distributed services in vehicular networks environment. Then, the M/M/1 task queueing model is constructed by queue theory and tasks generated by virtual vehicles are assigned and changed access to the MEC server according to cell switch model. Moreover, the additive increase multiplicative decrease (AIMD) algorithm are presented to solve the imbalance of computing resource allocation. The simulation results illustrate the effectiveness of the proposed method. © 2020 Technical Committee on Control Theory, Chinese Association of Automation.

关键词:

Computation theory Delay control systems Edge computing Queueing theory Resource allocation Scheduling Vehicles Vehicle to vehicle communications

作者机构:

  • [ 1 ] [Zhang, Ke]Beijing University of Technology, Faculty of Information Technology, Beijing; 100124, China
  • [ 2 ] [Lyu, Ying]School of Data Science and Intelligent Media Communication, University of China, Beijing; 100024, China
  • [ 3 ] [Zhang, Liguo]Beijing University of Technology, Faculty of Information Technology, Beijing; 100124, China

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ISSN: 1934-1768

年份: 2020

卷: 2020-July

页码: 4290-4295

语种: 英文

被引次数:

WoS核心集被引频次: 0

SCOPUS被引频次: 5

ESI高被引论文在榜: 0 展开所有

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