LLM Infrastructure
Breaking the KV Wall: Scaling LLM Inference at Scale
As LLMs handle longer contexts and more concurrent users, the KV cache has become the dominant bottleneck in inference. New architectural approaches aim to break through this memory wall for next-generation serving.