\begin{table}[t] \centering\small \caption{Gate F: Qwen3-30B-A3B on M3U96a (bounded residency, cold NVMe) with M3U96b as expert worker over 1 GbE; placements: none (all local), odd (half remote, static), popular (least popular half remote, frequency-based); 64 tokens, held-out general/code, 8 runs per row.} \label{tab:gateF} \begin{tabular}{llrrrrrr} \toprule Backend & cfg & $n$ & decode tok/s (median) & p95 ITL ms & hit & stall s & TTFT ms \\ \midrule titan-distributed & C=32, placement=none, cold & 16 & 8.8 & 187.7 & 0.775 & 4.23 & 831 \\ titan-distributed & C=32, placement=odd, cold & 16 & 4.2 & 263.7 & 0.922 & 1.36 & 1054 \\ titan-distributed & C=32, placement=popular, cold & 16 & 5.1 & 236.2 & 0.877 & 2.18 & 731 \\ titan-distributed & C=64, placement=none, cold & 16 & 16.3 & 100.2 & 0.922 & 1.37 & 470 \\ titan-distributed & C=64, placement=odd, cold & 16 & 5.2 & 224.1 & 1.000 & 0.00 & 927 \\ titan-distributed & C=64, placement=popular, cold & 16 & 6.0 & 200.9 & 1.000 & 0.00 & 714 \\ \bottomrule \end{tabular} \begin{tablenotes}\footnotesize \item Sources: \code{benchmarks/raw/gateF/two\_node\_qwen3\_m3u96a\_m3u96b.jsonl.tmp}. \end{tablenotes} \end{table}