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Timo Sämann

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Preprint Aug 2026

P-PAS: Prefill-Pressure Adaptive Scheduling for Long-Context LLM Serving

Prefill-Pressure Adaptive Scheduling (P-PAS), a lightweight policy that dynamically adapts the scheduling budget based on concurrent prefill and decode state, is introduced, maintaining low end-to-end latency across changing load regimes, avoiding the limitations of a fixed MBT.

Timo Sämann · 0 citations