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Continuous Batching Mechanics: The Scheduler Behind vLLM, TGI, and SGLang

calendar_today July 10, 2026 person Andrew Dugan domain digital-ocean

How continuous batching keeps GPUs full for LLM inference. Request iteration and preemption, and how vLLM, TGI, and SGLang each solve the prefill/decode problem differently.

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