Algorithm Specification

End-to-End Pipeline

Config + Seed
  -> Generate request streams
  -> Replay request streams through decoder matrix
  -> Aggregate per-decoder metrics
  -> Compare sources vs LiDMaS+ reference
  -> Bootstrap / equivalence diagnostics
  -> Export tables + figures + summaries

paper_04 Canonical Flow

examples/paper_runs/paper_04/run_all.sh orchestrates:

  1. 01_generate_comparison_requests.sh
  2. 02_replay_decoder_matrix.sh
  3. 03_analyze_comparison.sh
  4. 04_extended_analysis.sh
  5. 06_journal_plots.sh
  6. optional: 07_parametric_sweeps.sh, 08_code_family_comparison.sh, 05_scaling_sweep.sh

Deterministic Rules

  1. Seed values are explicit (LIDMAS_P4_SEED, bootstrap seeds).
  2. Output directories are deterministic by stage.
  3. Metric tables are regenerated from persisted stage artifacts.

Numerical Policy

  • Means/rates computed in floating point from explicit counters.
  • Confidence intervals from bootstrap or Wilson procedures.
  • Output formatting fixed to stable decimal precision in CSV/Markdown emitters.