Add characterization result figures

analysis/characterization/current_results/all_figures_index.md

@@ -1,10 +1,54 @@
 # Figures Index
 
-No generated figures are committed by this script. Batch-specific figures should be generated from:
+Generated by:
 
-- `analysis/characterization/analyze.py` for Batch 0/1 trace figures.
-- future Batch 2 step-timeline artifacts for interference plots.
-- future Batch 3 per-worker/session artifacts for hot-spot plots.
-- future Batch 4 arrival-rate sweep artifacts for SRR curves.
+```bash
+.venv/bin/python analysis/characterization/plot_current_results.py
+```
 
-This file exists so the audit package has a stable placeholder until fresh figures are generated.
+| Figure | Intended Claim |
+|---|---|
+| [fig_full_trace_workload.png](figures/fig_full_trace_workload.png) | Full GLM-5.1 trace is long-input, short-output, and high input/output ratio. |
+| [fig_session_skew.png](figures/fig_session_skew.png) | Session input-token mass is highly skewed; top sessions dominate work. |
+| [fig_pdsep_vs_combined.png](figures/fig_pdsep_vs_combined.png) | Existing static PD-sep A/B regresses TTFT/E2E vs combined. |
+| [fig_elastic_vs_baseline.png](figures/fig_elastic_vs_baseline.png) | Existing elastic transfer-based run does not improve TTFT/TPOT over high-contention baseline. |
+| [fig_gpu_balance.png](figures/fig_gpu_balance.png) | Existing runs show GPU-util imbalance, but more data is needed for hot-spot causality. |
+| [fig_claim_status.png](figures/fig_claim_status.png) | Current audit separates supported, partial, and unsupported claims. |
+
+## Figure Previews
+
+### Full Trace Workload
+
+Full GLM-5.1 trace is long-input, short-output, and high input/output ratio.
+
+![Full Trace Workload](figures/fig_full_trace_workload.png)
+
+### Session Skew
+
+Session input-token mass is highly skewed; top sessions dominate work.
+
+![Session Skew](figures/fig_session_skew.png)
+
+### PD-Sep vs Combined
+
+Existing static PD-sep A/B regresses TTFT/E2E vs combined.
+
+![PD-Sep vs Combined](figures/fig_pdsep_vs_combined.png)
+
+### Elastic vs Baseline
+
+Existing elastic transfer-based run does not improve TTFT/TPOT over high-contention baseline.
+
+![Elastic vs Baseline](figures/fig_elastic_vs_baseline.png)
+
+### GPU Balance
+
+Existing runs show GPU-util imbalance, but more data is needed for hot-spot causality.
+
+![GPU Balance](figures/fig_gpu_balance.png)
+
+### Claim Status
+
+Current audit separates supported, partial, and unsupported claims.
+
+![Claim Status](figures/fig_claim_status.png)