Message Passing Interface

The Message Passing Interface (MPI) is a standard for parallel computing that enables efficient communication between processes across multiple nodes in a distributed memory system. Current research focuses on improving MPI performance, particularly for large-scale applications like large language model training, through techniques such as data compression and optimized scheduling algorithms, as well as leveraging machine learning models to automate the challenging task of MPI code generation and parallelization. These advancements are crucial for accelerating scientific computing and enabling the analysis of increasingly complex datasets in various fields, from high-performance computing to machine learning.