AI SSD: A Paradigm Shift in Storage for LLM Inference

This analysis highlights a shift in AI infrastructure where inference states like KV Cache are becoming first-class resources, with storage entering the real-time path of token generation. Moonshot AI's Mooncake and NVIDIA's CMX exemplify this trend, integrating storage into the inference data path from software and hardware perspectives to improve GPU utilization and throughput.

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