Can Embedded Real-Time Linux System Effectively Support Multipath Transmission? An Experimental Study

Xiaojing Fan, T. Zheng, Shangpeng Sun, M. Gidlund, J. Åkerberg
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Abstract

The rise of technologies such as 6G networks, edge computing, and the Industrial Internet has led to a dramatic increase in the amount of data that needs to be transmitted over heterogeneous integrated networks. The resources of embedded devices limit the ability of the Industrial Internet to transmit data. While the multipath transmission mechanism can mitigate data transmission issues of low reliability and low real-time performance from the network-level perspective. As the complexity of industry applications increases, however, the phenomenon that the high-quality data transmission is subject to the influence of the underlying layer is becoming increasingly apparent. The paper aims to explores the possibility of multipath transmission protocol running on a real-time kernel from the perspective of the operating system, as there is a lack of research and reports in this area. Based on RT-Preempt, a real-time system RT-Linux suitable for the “NXP i.MX6Q” ARM integrated board has been proposed, which replaces the native Linux kernel to optimize and enhance its real-time performance. As described in the experiment part, the original standard Linux system OR-Linux and the new RT-Linux are tested with single-threaded and multi-threaded load experiments, respectively. The results of the analysis show that this paper provides a way of validating the trial data and ensuring its accuracy using the lognormal distribution model, which is a statistical distribution used to model variables that are positive and skewed to the right. The RT-Linux scheme has better real-time performance and is more stable than the OR-Linux scheme after real-time processing, showing the viability of the scheme.
嵌入式实时Linux系统能有效支持多径传输吗?实验研究
6G网络、边缘计算和工业互联网等技术的兴起,导致需要通过异构集成网络传输的数据量急剧增加。嵌入式设备的资源限制了工业互联网传输数据的能力。而多路径传输机制可以从网络层面缓解数据传输的低可靠性和低实时性问题。然而,随着行业应用复杂性的增加,高质量的数据传输受到底层影响的现象也越来越明显。本文旨在从操作系统的角度探讨多路径传输协议在实时内核上运行的可能性,这方面的研究和报道还比较缺乏。基于rt -抢占,提出了一种适用于“NXP i.MX6Q”ARM集成板的实时系统RT-Linux,取代了原有的Linux内核,优化和提高了其实时性能。如实验部分所述,我们分别在原有的标准Linux系统OR-Linux和新的RT-Linux上进行单线程和多线程负载实验。分析结果表明,本文提供了一种利用对数正态分布模型验证试验数据并确保其准确性的方法,对数正态分布模型是一种用于对正向右偏的变量进行建模的统计分布。RT-Linux方案具有更好的实时性,并且经过实时处理后比OR-Linux方案更加稳定,显示了该方案的可行性。
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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