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A novel iterated integer linear programming approach for IEEE 802.1time sensitive network scheduling

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2022
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Advisor: Dr. Öğr. Üyesi Selçuk Cevher

Abstract (EN)

Deterministic communication plays an increasingly important role for Cyber Physical Systems such as industrial automation and in-vehicle communication networks. IEEE 802.1 Time Sensitive Networking (TSN) task group leads an initiative to define common standards for Ethernet- based deterministic communications due to its low-cost and high band- width. Iterated ILP-based TSN scheduling (IIS) is an approach to enhance the scalability of an ILP computation to solve the NP-hard 802.1Qbv-compliant TSN scheduling problem where the set of streams are divided into disjoint partitions which are iteratively solved. In this work, defining the communication constraints for no-wait TSN scheduling, we propose a novel IIS procedure (O-IIS) which intelligently determines the processing order of the disjoint parti- tions in order to enhance TSN schedulability, and evaluate the performance of O-IIS using various partitioning schemes. Experimental results show that O- IIS achieves up to a six times better performance almost in all traffic scenarios compared to conventional IIS within nearly the same amount of execution time.

Author

Aziz Kerem Özkan

How to Cite

Aziz Kerem Özkan (Master Thesis). A novel iterated integer linear programming approach for IEEE 802.1time sensitive network scheduling, 2022, Karadeniz Technical University.

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