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agentic-kvc/analysis/characterization/current_results/all_figures_index.md

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# Figures Index
Generated by:
```bash
.venv/bin/python analysis/characterization/plot_current_results.py
```
| 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)