KV Cache Is Becoming the Memory Hierarchy of Inference

A briefing on the inference memory hierarchy: prompt layout, host-side shared KV, distributed lookup, RDMA transfer, encoder reuse, and evidence discipline. Covers vLLM × Mooncake, LMCache MP, LMCache CacheBlend, SGLang, NVIDIA Dynamo, and Modal cold starts.