Лабораторная 11.5 - Латентность и джиттер AXI DMA

Lab 11.5 - AXI DMA pipeline latency and jitter

Goal

Model packet-level throughput, latency, and jitter for a simplified Zynq runtime pipeline:

• DMA input stage;
• FPGA DSP stage;
• DMA output stage;
• finite queue depth and packet drops.

Engineering question

Can the pipeline sustain target packet rate with acceptable latency and jitter, and what queue depth is required?

Executable file

File	Purpose
blocks/block_11_integrated_sdr_project/python/lab_11_5_axi_dma_latency_jitter.py	latency/jitter simulation with finite buffers

Run from the repository root:

python blocks/block_11_integrated_sdr_project/python/lab_11_5_axi_dma_latency_jitter.py

Generated artifacts

docs/assets/lab115_axi_dma_latency_trace.png
docs/assets/lab115_axi_dma_latency_histogram.png
docs/assets/lab115_axi_dma_latency_metrics.json

Key metrics

Metric	Meaning
drop_ratio	dropped packets / offered packets
mean_latency_us	average end-to-end packet latency
p95_latency_us, p99_latency_us	tail latency indicators
latency_jitter_std_us	latency spread
throughput_msample_per_s	effective throughput

Report checklist

• [ ] State packet size and sample rate assumptions.
• [ ] Include latency trace and histogram.
• [ ] Report mean/p95/p99 latency.
• [ ] Report jitter and drop ratio.
• [ ] Provide queue-depth recommendation for target throughput.