Product Line-Based Network Calculus Analysis in Vehicular Communications

Halikulov N, Baron A, Hielscher KS, German R (2025)

Publication Language: English

Publication Type: Conference contribution, Abstract of lecture

Publication year: 2025

Pages Range: 1-7

Conference Proceedings Title: 2025 International Conference on Computing, Networking and Communications (ICNC)

Event location: Honolulu, HI, USA US

ISBN: 979-8-3315-2096-0

URI: https://ieeexplore.ieee.org/document/10993820

DOI: 10.1109/ICNC64010.2025.10993820

Abstract

Train communication systems are essential in the approval and safety processes of railway operations. In computer and packet-switched environment, the Network Calculus (NC) provides a robust mathematical framework which is used for analyzing the boundaries in particular systems or networks. The application of the Pay Multiplexing Only Once (PMOO) methodology allows for the achievement of accurate solutions within NC. In the context of (complex) system development, the principle of Product Line Engineering (PLE) has emerged by leveraging reusability concepts. This strategy can be achieved through the use of components that can be reused and customised. The paper explores the intersection of NC and PLE, utilizing the former to model and evaluate the performance of train network through prospective addition of new devices and flows to the current system variant. We introduce a pattern-based method to predict and manage network performance metrics associated with deterministic end-to-end flow latency analysis of extended variants. We utilize the Disco Deterministic Network Calculator (DiscoDNC) framework to derive such deterministic flow delays by evaluating the network topology. The evaluations demonstrate that the worst-case characteristics of data flows can be computed efficiently, avoiding redundant recalculations across various network configurations.

Authors with CRIS profile

Nurbek Halikulov Computer Science 7 (Computer Networks and Communication Systems) Anna Baron Computer Science 7 (Computer Networks and Communication Systems) Kai-Steffen Hielscher Computer Science 7 (Computer Networks and Communication Systems) Reinhard German Computer Science 7 (Computer Networks and Communication Systems)

Related research project(s)

MBPLE4Mobility - Continuous model-based product line development for control systems in vehicle technology (MBPLE4Mobility) July 1, 2021 - June 30, 2024

How to cite

APA:

Halikulov, N., Baron, A., Hielscher, K.-S., & German, R. (2025, May). Product Line-Based Network Calculus Analysis in Vehicular Communications. Paper presentation at 2025 International Conference on Computing, Networking and Communications (ICNC), Honolulu, HI, USA, US.

MLA:

Halikulov, Nurbek, et al. "Product Line-Based Network Calculus Analysis in Vehicular Communications." Presented at 2025 International Conference on Computing, Networking and Communications (ICNC), Honolulu, HI, USA Ed. IEEE, 2025.

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