Experiences Porting Shared and Distributed Applications to Asynchronous Tasks: A Multidimensional FFT Case-study

DOI

The source code and benchmark scripts related to "Experiences Porting Shared and Distributed Applications to Asynchronous Tasks: A Multidimensional FFT Case-study". This paper conducts a case study of the multidimensional Fast Fourier Transform to identify which applications will benefit from the asynchronous many-task model. Our basis is the popular FFTW library. We use the asynchronous many-task model HPX and a one-dimensional FFTW backend to implement multiple versions using different HPX features and highlight overheads and pitfalls during migration. Furthermore, we add an HPX threading backend to FFTW. The case study analyzes shared memory scaling properties between our HPX-based parallelization and FFTW with its pthreads, OpenMP, and HPX backends. The case study also compares FFTW's MPI+X backend to a purely HPX-based distributed implementation.

Find more information how to run the code and scripts in the README.md.

Identifier
DOI https://doi.org/10.18419/darus-4094
Metadata Access https://darus.uni-stuttgart.de/oai?verb=GetRecord&metadataPrefix=oai_datacite&identifier=doi:10.18419/darus-4094
Provenance
Creator Strack, Alexander ORCID logo; Taylor, Christopher (ORCID: 0000-0001-7119-818X); Diehl, Patrick ORCID logo; Pflüger, Dirk ORCID logo
Publisher DaRUS
Contributor Strack, Alexander; Pflüger, Dirk; Scientific Computing
Publication Year 2024
Rights MIT License; info:eu-repo/semantics/openAccess; https://spdx.org/licenses/MIT.html
OpenAccess true
Contact Strack, Alexander (Universität Stuttgart); Pflüger, Dirk (Universität Stuttgart); Scientific Computing (Universität Stuttgart)
Representation
Resource Type Dataset
Format text/plain; application/x-sh; text/x-c; text/plain; charset=US-ASCII; text/markdown; application/octet-stream
Size 3098; 1987; 3250; 21897; 16965; 26127; 13140; 12267; 12302; 13264; 5875; 7495; 7465; 1607; 826; 833; 1338; 2381; 5932; 6804
Version 1.0
Discipline Other