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Comparing the Performance of Julia on CPUs versus GPUs and Julia-MPI versus Fortran-MPI: a case stud...

Comparing the Performance of Julia on CPUs versus GPUs and Julia-MPI versus Fortran-MPI: a case stud...

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_doaj_primary_oai_doaj_org_article_0ead897b8b894558a394dc1efde481a0

Comparing the Performance of Julia on CPUs versus GPUs and Julia-MPI versus Fortran-MPI: a case study with MPAS-Ocean (Version 7.1)

About this item

Full title

Comparing the Performance of Julia on CPUs versus GPUs and Julia-MPI versus Fortran-MPI: a case study with MPAS-Ocean (Version 7.1)

Publisher

Katlenburg-Lindau: Copernicus GmbH

Journal title

Geoscientific Model Development, 2023-10, Vol.16 (19), p.5539-5559

Language

English

Formats

Publication information

Publisher

Katlenburg-Lindau: Copernicus GmbH

More information

Scope and Contents

Contents

Some programming languages are easy to develop at the cost of slow execution, while others are fast at runtime but much more difficult to write. Julia is a programming language that aims to be the best of both worlds – a development and production language at the same time. To test Julia's utility in scientific high-performance computing (HPC), we...

Alternative Titles

Full title

Comparing the Performance of Julia on CPUs versus GPUs and Julia-MPI versus Fortran-MPI: a case study with MPAS-Ocean (Version 7.1)

Identifiers

Primary Identifiers

Record Identifier

TN_cdi_doaj_primary_oai_doaj_org_article_0ead897b8b894558a394dc1efde481a0

Permalink

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_doaj_primary_oai_doaj_org_article_0ead897b8b894558a394dc1efde481a0

Other Identifiers

ISSN

1991-9603,1991-959X,1991-962X

E-ISSN

1991-9603,1991-962X

DOI

10.5194/gmd-16-5539-2023

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