Mooncake implements a distributed architecture that separates KVCache management from model computation for improved LLM serving efficiency. It leverages RDMA for high-speed KVCache transfer and supports integration with vLLM and SGLang frameworks. The system enables disaggregated prefill and decode phases, optimizing throughput and token speed for LLM inference workloads.