• 中国计算机学会会刊
  • 中国科技核心期刊
  • 中文核心期刊

Computer Engineering & Science

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A vehicular edge computing handoff strategy
based on Markov decision process

LI Bo,NIU Li,PENG Zi-yi,HUANG Xin,DING Hong-wei   

  1. (School of Information Science and Engineering,Yunnan University,Kunming 650500,China)
  • Received:2019-08-04 Revised:2019-11-07 Online:2020-05-25 Published:2020-05-25

Abstract:

Aiming at the influence of the dynamic change of the offloading environment in the vehicle edge computing on the computing offloading, this paper proposes a computing handoff strategy based on Markov decision process. While ensuring the task completion time, the strategy analyzes the overall process of computing offload to further reduce the influence of the handoff strategy on the offloading effect. Simulation experiments are carried out to show that whether the introduction of the switch can improve the computing offloading effect and how the strategy further reduces the influence of the handoff policy strategy on the offloading effect. The experimental results show that, compared with, the proposed handoff strategy can improve the efficiency of computing offloading and ensure the user service experience.
 

Key words: vehicular edge computing, computing offloading, handoff, Markov decision process