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  • https://doi.org/10.1109/les.2025.3600612Copy DOI Icon

Minimizing Backbone Ethernet Traffic for Enabling Interzonal Messages in Software-Defined Vehicles

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Abstract

software-defined vehicles (SDVs) employ zonal architectures whose zones exchange periodic real-time traffic over a high-speed Time-Sensitive Ethernet (IEEE 802.1Q) backbone. Existing research has produced many deterministic routing schemes for such backbone Ethernet networks, yet has largely ignored the complementary problem of payload-level frame minimization: multiplexing dozens of small zonal messages—whether CAN, LIN, or any other in-zone protocol—into the fewest possible Ethernet frames so that bandwidth, switch buffers and latency budgets are not squandered. This letter concentrates on that neglected frame-minimization facet and presents an optimization flow dedicated to reducing the number of Ethernet frames. We first formulate an exact Satisfiability Modulo Theories (SMTs) model that finds the minimal set of multiplexed frames required across an entire hyper-period. Because SMT becomes intractable on large vehicle topologies, we then introduce a matrix-based heuristic aggregation (MaHA) algorithm that reproduces the SMT’s frame-minimization decisions to within a few percent while executing in milliseconds. Experiments on synthetic SDV workloads show that naive one zonal message per Ethernet frame policies waste significant available payload capacity; our SMT eliminates this waste completely, and the heuristic achieves closely similar savings with up to three orders of magnitude less run-time, making it a practical drop-in solution for next-generation SDV networks.

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