Hybrid traffic scheduling in time-sensitive networking for the support of automotive applications

IF 1.5 4区 计算机科学 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC
Hongrui Nie, Yue Su, Weibo Zhao, Junsheng Mu
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引用次数: 0

Abstract

Time-sensitive networking (TSN) is considered one of the most promising solutions to address real-time scheduling in in-vehicle network due to its capabilities for providing deterministic service. The TSN working group proposed various traffic shaping mechanisms, while deterministic scheduling of hybrid traffic is still not effectively solved since the traffic requirements are difficult to satisfy by standalone or combined mechanisms with fixed time slot divisions. This article presents a time-aware multi-cyclicqueuing and forwarding scheduling model, that integrates the no-wait enabled time-aware shaper and multi-cyclic queuing and forwarding shaping models. Then, a scheduling solution, dubbed “TSN scheduling optimizer” (TSO) is proposed that combines optimization methods and incremental techniques. TSO aims to balance the load to maximize flow schedulability while guaranteeing the service requirements of hybrid traffic. Simulation evaluations through OMNeT++ provide a performance assessment of this proposed scheduling model, which can satisfy multiple types of traffic transmission requirements. Furthermore, TSO is compared with other baseline scheduling solutions, and TSO shows efficacy regarding execution time and schedulability.

Abstract Image

支持汽车应用的时敏网络混合流量调度
时敏网络(TSN)因其提供确定性服务的能力,被认为是解决车载网络实时调度问题的最有前途的解决方案之一。TSN 工作组提出了各种流量整形机制,但混合流量的确定性调度问题仍未得到有效解决,因为流量需求很难通过独立机制或固定时隙划分的组合机制来满足。本文提出了一种时间感知多循环队列和转发调度模型,该模型集成了无等待功能的时间感知整形器和多循环队列和转发整形模型。然后,提出了一种调度解决方案,称为 "TSN 调度优化器"(TSO),它结合了优化方法和增量技术。TSO 的目标是平衡负载,最大限度地提高流量调度能力,同时保证混合流量的服务要求。通过 OMNeT++ 进行的仿真评估对所提出的调度模型进行了性能评估,该模型可满足多种类型的流量传输要求。此外,还将 TSO 与其他基准调度解决方案进行了比较,结果表明 TSO 在执行时间和可调度性方面都很有效。
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来源期刊
IET Communications
IET Communications 工程技术-工程:电子与电气
CiteScore
4.30
自引率
6.20%
发文量
220
审稿时长
5.9 months
期刊介绍: IET Communications covers the fundamental and generic research for a better understanding of communication technologies to harness the signals for better performing communication systems using various wired and/or wireless media. This Journal is particularly interested in research papers reporting novel solutions to the dominating problems of noise, interference, timing and errors for reduction systems deficiencies such as wasting scarce resources such as spectra, energy and bandwidth. Topics include, but are not limited to: Coding and Communication Theory; Modulation and Signal Design; Wired, Wireless and Optical Communication; Communication System Special Issues. Current Call for Papers: Cognitive and AI-enabled Wireless and Mobile - https://digital-library.theiet.org/files/IET_COM_CFP_CAWM.pdf UAV-Enabled Mobile Edge Computing - https://digital-library.theiet.org/files/IET_COM_CFP_UAV.pdf
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