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Porting and Evaluation of a Distributed Task-driven Stencil-based Application

Authors :
Jie Meng
Eric Raut
Mauricio Araya-Polo
Jonathon M. Anderson
Source :
Proceedings of the 12th International Workshop on Programming Models and Applications for Multicores and Manycores.
Publication Year :
2021
Publisher :
ACM, 2021.

Abstract

Alternative programming models and runtimes are increasing in popularity and maturity. This allows porting and comparing, on competitive grounds, emerging parallel approaches against the traditional MPI+X paradigm. In this work, an implementation of distributed task-based stencil computation is compared with a traditional MPI+X implementation of the same application. The Legion task-based parallel programming system is used as an alternative to MPI, but the underlying OpenMP approach is kept at the subdomain level. Overall results are promising toward making this alternative method competitive to the traditional MPI approach. In future work, extensions to other applications will be explored, as well as the use of GPUs.

Details

Database :
OpenAIRE
Journal :
Proceedings of the 12th International Workshop on Programming Models and Applications for Multicores and Manycores
Accession number :
edsair.doi...........916c94432fe86e4abc28b570c703ec82