SLO-Guard improves tuning budget consistency for SLO-constrained LLM serving by handling crashes explicitly and using a two-phase feasible-first exploration plus exploitation strategy.
Distserve: Disaggregating prefill and decoding for goodput- optimized large language model serving.arXiv preprint, 2024
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SLO-Guard: Crash-Aware, Budget-Consistent Autotuning for SLO-Constrained LLM Serving
SLO-Guard improves tuning budget consistency for SLO-constrained LLM serving by handling crashes explicitly and using a two-phase feasible-first exploration plus exploitation strategy.