Optimization method of edge computing terminal deployment considering node division in Electric Internet of Things

Lin Jiang, Wenhui Li, B. Fu, Lin Bai
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Abstract

The massive intelligent devices emerging in the Electric Internet of Things have increased demand for computing resources, but it is difficult to configure computing devices for each data point in the actual system. When using edge computing terminal to solve the above problems, the terminal faces the problem of which data points should be controlled by the terminal and where the terminal should be deployed. This paper proposes an optimization method for the deployment of edge computing terminals considering node division in the Electric Internet of Things, aiming at minimizing the delay when processing tasks. Firstly, the information processing architecture based on the cooperation of multiple edge computing terminals is described, and the logical relationship of task processing is fully considered. Secondly, the optimization model of edge computing terminal deployment and its solution are proposed. Finally, the effectiveness and feasibility of the proposed model and method are verified by numerical simulation.
考虑节点划分的电物联网边缘计算终端部署优化方法
随着电子物联网中大量智能设备的出现,对计算资源的需求越来越大,但实际系统中每个数据点都很难配置计算设备。在使用边缘计算终端解决上述问题时,终端面临着哪些数据点应该由终端控制,终端应该部署在哪里的问题。本文提出了一种考虑电物联网节点划分的边缘计算终端部署优化方法,以最小化处理任务时的延迟为目标。首先,描述了基于多边缘计算终端协作的信息处理体系结构,充分考虑了任务处理的逻辑关系;其次,提出了边缘计算终端部署的优化模型及其解决方案。最后,通过数值仿真验证了所提模型和方法的有效性和可行性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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