End-to-End No-wait Scheduling for Time-Triggered Streams in Mixed Wired-Wireless Networks

IF 4.1 3区 计算机科学 Q1 COMPUTER SCIENCE, INFORMATION SYSTEMS
Gourav Prateek Sharma, Wouter Tavernier, Didier Colle, Mario Pickavet, Jetmir Haxhibeqiri, Jeroen Hoebeke, Ingrid Moerman
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引用次数: 0

Abstract

Proprietary communication technologies for time-critical communication in industrial environments are being gradually replaced by Time-sensitive Networking (TSN)-enabled Ethernet. Furthermore, attempts have been made to bring TSN features into wireless networks so that the flexibility of wireless networks can be utilized, and the end-to-end timings for Time-Triggered (TT) streams can be guaranteed. Given a mixed wired-wireless network, the scheduling problem should be solved for a set of TT stream requests. In this paper, we formulate the no-wait scheduling problem for mixed wired-wireless networks as a Mixed Integer Linear Programming (MILP) model with the objective of minimizing the flowspan. We also propose a relaxation of the original MILP in the form of a 2-stage MILP formulation. Next, a scalable approach based on the greedy heuristic is proposed to solve the problem for realistic-size networks. Evaluation results show that the greedy heuristic is suitable for realistic problem sizes where the MILP-based approach is found to be practically infeasible. Furthermore, the impact of wireless requests on the performance of the greedy heuristic is reported.

Abstract Image

有线-无线混合网络中时间触发流的端到端无等待调度
用于工业环境中时间关键型通信的专有通信技术正逐渐被支持时间敏感网络(TSN)的以太网所取代。此外,人们还尝试将 TSN 功能引入无线网络,以便利用无线网络的灵活性,并保证时间触发(TT)流的端到端定时。给定一个有线-无线混合网络,应解决一组 TT 流请求的调度问题。本文将混合有线无线网络的无等待调度问题表述为混合整数线性规划(MILP)模型,其目标是最小化流量跨度。我们还以两阶段 MILP 的形式提出了对原始 MILP 的松弛。接下来,我们提出了一种基于贪婪启发式的可扩展方法,用于解决现实规模网络的问题。评估结果表明,贪婪启发式适用于现实问题规模,而基于 MILP 的方法实际上是不可行的。此外,还报告了无线请求对贪婪启发式性能的影响。
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来源期刊
CiteScore
7.60
自引率
16.70%
发文量
65
审稿时长
>12 weeks
期刊介绍: Journal of Network and Systems Management, features peer-reviewed original research, as well as case studies in the fields of network and system management. The journal regularly disseminates significant new information on both the telecommunications and computing aspects of these fields, as well as their evolution and emerging integration. This outstanding quarterly covers architecture, analysis, design, software, standards, and migration issues related to the operation, management, and control of distributed systems and communication networks for voice, data, video, and networked computing.
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