A Task Offloading Scheme in Maritime Edge Computing Network

Guangxue Yue;Chunlan Huang;Xiaofeng Xiong
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Abstract

Maritime communication network is affected by many factors such as meteorological environment, resource constraints, communication distance, and so on, resulting in task packet loss, failure, and node overload when the task is offloaded and executed. In this paper, in order to improve quality of service (QoS) of maritime edge computing networks, a task offloading scheme is proposed. Considering the characteristic of the ship, we analyze ship position and network connectivity, and the ship motion model is constructed. The task offloading link formed with ship as node. With delay and energy consumption as constraints, the revenue function for task offloading path is designed. The function comprehensively considers network resources, channel transmission and node execution ability, thereby achieving the reliable task offloading. Simulation results prove that the proposed scheme can effectively improve the success rate of task execution, reduce the network packet loss rate and ensure the network resources load balancing, which effectively improve the QoS of maritime edge computing networks.
一种海上边缘计算网络中的任务分流方案
海上通信网络受气象环境、资源约束、通信距离等诸多因素的影响,在任务卸载执行过程中会出现任务丢包、故障、节点过载等问题。为了提高海上边缘计算网络的服务质量(QoS),提出了一种任务分流方案。考虑到船舶的特点,对船舶位置和网络连通性进行了分析,建立了船舶运动模型。以船舶为节点形成任务卸载环节。以时延和能耗为约束条件,设计了任务卸载路径的收益函数。该功能综合考虑了网络资源、信道传输和节点执行能力,实现了可靠的任务卸载。仿真结果证明,该方案能有效提高任务执行成功率,降低网络丢包率,保证网络资源负载均衡,有效提高海上边缘计算网络的QoS。
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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