Artificial Intelligence #llm#inference
New Fluid-Guided Algorithm Optimizes LLM Inference Scheduling Under Memory Constraints
A new paper from researchers including David Simchi-Levi introduces a fluid-guided online scheduling approach for LLM inference that addresses memory constraints from Key-Value cache growth. The WAIT and Nested WAIT algorithms approximate an optimal fluid benchmark, reducing latency in overloaded regimes according to simulations on Llama-2-7B with A100 GPUs.
Jun 16, 2026 1 source