First detailed breakdown of vLLM startup into six CPU-bound steps with scaling trends yields a lightweight analytical model that predicts latency for given hardware configurations.
Proceedings of the 22nd USENIX Symposium on Networked Systems Design and Implementation , articleno =
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Breaking the Ice: Analyzing Cold Start Latency in vLLM
First detailed breakdown of vLLM startup into six CPU-bound steps with scaling trends yields a lightweight analytical model that predicts latency for given hardware configurations.