Real-time traffic management in computer networks
Abstract
The paper considers the problem of modeling time-critical networks in order to study the effectiveness of various real-time traffic management methods.
Relevance. Real-time network modeling is an active area of research in computer science and information technology. Research in this area is aimed at developing methods and algorithms for efficient real-time data transmission. The work is devoted to modeling time-sensitive networks using various real-time traffic management methods.
Goal. The purpose of the work was to analyze existing real-time network standards, develop a simulation model of a real-time network, and investigate the effectiveness of various real-time traffic management methods.
Research methods. The research methods are based on modern theories of mathematical modeling, simulation modeling, and telecommunications standards, namely Time-Sensitive Networking (TSN).
The results. The standards of real-time networks were thoroughly investigated. Detailed attention was paid to TSN (Time Sensitive Network) technology, the problem of achieving synchronization in such networks and various methods of traffic generation were investigated; the obtained analytical results were checked for compliance with the TSN network specification. OMNeT++ software was used for modeling real-time networks. End-to-end delay graphs were constructed for each traffic generation method under different to conditions of real-time networks.
Conclusions. The paper considered TSN standard networks for reliable real-time communication and increase versatility in industrial networks. The problem of achieving synchronization of devices in the TSN network was investigated, various methods of traffic planning were considered, the importance of using end-to-end switching technology was established, a simulation model of the TSN network was developed.
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ISO/IEC/IEEE International Standard - Telecommunications and information exchange between information technology systems - Requirements for local and metropolitan area networks - Part 1CM: Time-sensitive networking for fronthaul," in ISO/IEC/IEEE 8802-1CM:2019(E) , vol., no., pp.1-66, 23 Aug. 2019, https://doi.org/10.1109/IEEESTD.2019.8811785.
Rukkas, K., Morozova, A., Uzlov, D., Kuznietcova, V., & Chumachenko, D. (2024). Optimizing information support technology for network control: a probabilistic-time graph approach. Radioelectronic and Computer Systems, 2024(2), 85-97. https://doi.org/10.32620/reks.2024.2.08
1AS - Timing and Synchronization. [Електронний ресурс]. Доступно: https://www.ieee802.org/1/pages/802.1as.html
H. Kopetz, Real-Time Systems: Design Principles for Distributed Embedded Applications, 2nd ed., ser. Real-Time Systems Series, 2011.
Lee, Kyung-Chang & Lee, Suk. Performance evaluation of switched Ethernet for real-time industrial communications. Computer Standards & Interfaces. 24. 411-423. https://doi.org/10.1016/S0920-5489(02)00070-3.
Finn, Norman. (2018). Introduction to Time-Sensitive Networking. IEEE Communications Standards Magazine. 2. 22-28. https://doi.org/10.1109/MCOMSTD.2018.1700076.
Pruski, A., Ojewale, M. A., Gavrilut, V., Yomsi, P. M., Berger, M. S., & Almeida, L. (2021). Implementation Cost Comparison of TSN Traffic Control Mechanisms. In Proceedings of 26th IEEE International Conference on Emerging Technologies and Factory Automation IEEE. https://doi.org/10.1109/ETFA45728.2021.9613463
P802.1AS-Rev – Timing and Synchronization for Time Sensitive Applications,” IEEE 802.1. [Електронний ресурс]. Доступно: https://1.ieee802.org/tsn/802-1as-rev/
"IEEE Standard for Local and Metropolitan Area Network--Bridges and Bridged Networks," in IEEE Std 802.1Q-2018 (Revision of IEEE Std 802.1Q-2014) , vol., no., pp.1-1993, 6 July 2018, https://doi.org/10.1109/IEEESTD.2018.8403927.
TSN Technology: Ethernet Frame Preemption, Part 1. Part 2. Industrial ethernet book. Technology. [Електронний ресурс]. Доступно: https://iebmedia.com/technology/tsn/tsn-technology-ethernet-frame-preemption/
J. Jiang, Y. Li, S. H. Hong, M. Yu, A. Xu and M. Wei, "A Simulation Model for Time-sensitive Networking (TSN) with Experimental Validation," 2019 24th IEEE International Conference on Emerging Technologies and Factory Automation (ETFA), Zaragoza, Spain, 2019, pp. 153-160, https://doi.org/10.1109/ETFA.2019.8869206
V. Gavriluţ, A. Pruski, and M. S. Berger, “Constructive or optimized: An overview of strategies to design networks for time-critical applications,” ACM Computing Surveys, vol. 55, no. 3, Feb. 2022. https://doi.org/10.1145/3501294
OMNeT++ Discrete Event Simulator, 2022. [Електронний ресурс]. Доступно: https://omnetpp.org/