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 30th ACM International Conference on Architectural Support for Programming Languages and Operating Systems, Volume 1 , pages=
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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.