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Evaluation and Analysis of Traditional Physical Training by Using Mobile Edge Computing and Software-Defined Networking

机译:使用移动边缘计算和软件定义网络评估和分析传统体育训练

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摘要

The body health plays an important metric in people’s everyday life, and it directly determines whether people have the ability to preferably contribute to the society. In fact, the physical training is a universal sport to enhance the body health. Therefore, the evaluation and analysis of physical training become particularly significant. With the rapid development and emerging of new techniques and networking paradigms, the traditional offline physical training evaluation and analysis cannot be performed well. Instead, this paper uses Mobile Edge Computing (MEC) and Software-Defined Networking (SDN) to implement the evaluation and analysis of physical training, shortened for MSPT, where MEC is the new computing technique and SDN is the new networking paradigm. The proposed MSPT includes two parts. At first, the physical training data from different mobile devices are migrated into the edge server for computing according to the current condition, in which the game theory is used to complete the task scheduling. Then, SDN is responsible for the global scheduling in the centralized control manner, in which the multigranularity scheduling strategy is used to handle the traffic between the SDN controller and edge computing server. The experiments are driven by OMNet, including three aspects of evaluation, i.e., task offloading of MEC, traffic scheduling of SDN, and performance analysis of physical training, and the results show that the proposed MSPT has better performance than the corresponding baselines.
机译:身体健康在人们的日常生活中的一个重要指标,它直接决定了人们是否有较好贡献社会的能力。其实,体育锻炼是一种普遍的运动,以增强机体的健康。因此,体能训练的评价和分析变得尤为显著。随着国民经济的快速发展和新出现的新技术和网络范式,传统的离线体能训练评估和分析不能得到很好的执行。取而代之的是,本文采用移动边缘计算(MEC)和软件定义网络(SDN)实施评估和体能训练分析,缩短MSPT,其中MEC是新的计算技术和SDN是新的网络模式。所提出的MSPT包括两个部分。首先,从不同的移动设备的物理训练数据被迁移到边缘服务器,用于根据当前状态,其中游戏理论来完成任务调度计算。然后,SDN是负责在集中控制方式的全局调度,其中,所述多粒度调度策略被用来处理所述SDN控制器和边缘计算服务器之间的流量。实验由OMNET驱动,包括评估三个方面,即MEC的任务卸载,SDN的交通调度和体能训练的性能分析,结果表明,该MSPT具有比相应的基准更好的性能。

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