Abstract: Comparative benchmarking of TensorRT-optimized neural networks inspecting high-speed package streams, demonstrating 99.98% read accuracy with sub-15ms processing latency.
To validate the deterministic properties of SupplyCompute, an industrial testbench was configured with isolated multi-core hardware, real-time Linux kernel patches, high-precision oscilloscope probe taps, and TSN network traffic generators injecting packet bursts up to full 10 Gbps line rate.
Over 100 million execution cycles, the maximum observed scheduling jitter for SupplyCompute remained constrained within sub-5 microsecond bounds. Even under severe CPU cache thrashing and simultaneous DMA storage transfers, zero deadline violations occurred across critical control threads.
Deploying SupplyCompute in production facilities requires adhering to validated hardware qualification checklists, including disabling CPU power-saving C-states, configuring isolated hugepages, and establishing automated regression suites via continuous hardware-in-the-loop (HIL) automation.