Automatic tuning of MPI runtime parameter settings by using machine learning
Simone Pellegrini, Thomas Fahringer, Herbert Jordan, H Moritsch · 2010
MPI implementations provide several hundred runtime parameters that can be tuned for performance improvement. The ideal parameter setting does not only depend on the target multiprocessor architecture but also on the application, its problem and communicator size.