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| Optimization | Throughput Δ | CPU Hot‑Spot Δ | |--------------|--------------|----------------| | Parallel Demux (max degree = 4) | +18 % | –22 % | | Native Codec Off‑load (GPU via CUDA‑accelerated demux) | +27 % | –31 % | | Chunk Size ↑ to 16 MB | +12 % | –15 % | | BufferPool Size ↑ to 256 MB | +9 % | –10 % |
Combined, these techniques raised on‑prem throughput to 2.9 TB/h, i.e., ≈ 95 % of the FFmpeg baseline, while reducing the CPU hot‑spot ratio to ≈ 28 %.
Peak private memory remained under 6 GB across all scenarios, indicating no memory leaks. Disk I/O stayed within SSD bandwidth limits (< 1 GB/s). Network utilization approached line rate (9.8 Gbps) only in the on‑prem scenario; cloud scenarios showed throttling at the VM NIC level.