UCX (Unified Communication X) is a high-performance communication framework for modern HPC and data-intensive workloads. It provides low-latency, high-bandwidth messaging and remote-memory-access primitives across a wide range of transports, including shared memory, TCP/IP, and RDMA-capable interconnects such as InfiniBand and RoCE (when supported by the platform). UCX is commonly used as a communication substrate for MPI, OpenSHMEM, and other distributed runtimes. It exposes a set of layered APIs (UCP/UCT/UCS/UCM) to balance portability and performance while enabling optimized transport selection, rendezvous protocols, and progress models.