移动边缘计算时延与能耗联合优化方法

Joint Optimization Method of Energy Consumption and Time Delay for Mobile Edge Computing

  • 摘要: 针对移动边缘计算中时延与能耗是关键性能指标,且相互制约的问题,研究了通过在边缘与终端之间进行任务分配,对时延与能耗进行联合优化。首先,建立了能耗与时延联合优化的0-1整数规划模型;其次,设计了对任务进行分配的分支定界算法。仿真结果表明,该方法能够有效降低移动边缘计算能耗与时延。

     

    Abstract: In mobile edge computing, time delay and power consumption are key performance indicators, and they are mutually restricted. This paper studies the joint optimization of time delay and power consumption by distributing tasks between edge and terminal. Firstly, the 0-1 integer programming model for joint optimization of energy consumption and time delay is established on the basis of describing the research problem. Secondly, a branch and bound algorithm for task assignment is designed. Finally, the simulation show that the proposed method can effectively reduce the energy consumption and time delay of mobile edge computing.

     

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