Factorized Machine Learning for Performance Modeling of Massively Parallel Heterogeneous Physical Simulations

Ardavan Oskooi, Christopher Hogan, Alec M. Hammond +2

We demonstrate neural-network runtime prediction for complex, many-parameter, massively parallel, heterogeneous-physics simulations running on cloud-based MPI clusters. Because ind…