arxivcs.PFcs.AIcs.DC2026-07-07
Think Before You Grid-Search: Floor-First Triage for LLM Serving
LLM serving optimization typically benchmarks many configurations and reaches for heavy profilers when latency targets are missed. We argue for the reverse discipline: estimation is the analytical layer of profiling -- without it, optimization degenerates to grid search. Floor Fi…