A Performance Study of UCX over InfiniBand

摘要

UCX is an open-source communication framework with a two-level API design targeted at addressing the needs of large supercomputing systems. The lower-level interface, UCT, adds minimal overhead to data transfer but requires considerable effort from the user. The higher-level interface, UCP, is easier to use, but adds some overhead to the communication. This work focuses on charting the performance of UCX over InfiniBand, motivated by the usage of UCX as middleware for high-level communication libraries. We analyze performance shortcomings that stem from the two-level design and the sources of these performance losses. In particular, we target basic functions of UCP, evaluate their performance over InfiniBand, and analyze sources of overheads compared with UCT and Verbs. We propose and evaluate some fixes to minimize these overheads, in order to enhance UCP performance and scalability.