Report on the parallelization of the MLfit benchmark using OpenMP and MPI

This report describes the development of an MPI parallelization support on top of the existing OpenMP parallel version of the MLfit benchmark for a hybrid evaluation on multicore and distributed computational hosts. The MLfit benchmark is used at CERN openlab as a representative of data analysis app...

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Detalles Bibliográficos
Autores principales: Lazzaro, Alfio, Jarp, Sverre, Leduc, Julien, Nowak, Andrzej, Valsan, Liviu
Lenguaje:eng
Publicado: 2012
Materias:
Computing and Computers
Acceso en línea:http://cds.cern.ch/record/1696947
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author Lazzaro, Alfio
Jarp, Sverre
Leduc, Julien
Nowak, Andrzej
Valsan, Liviu
author_facet Lazzaro, Alfio
Jarp, Sverre
Leduc, Julien
Nowak, Andrzej
Valsan, Liviu
author_sort Lazzaro, Alfio
collection CERN
description This report describes the development of an MPI parallelization support on top of the existing OpenMP parallel version of the MLfit benchmark for a hybrid evaluation on multicore and distributed computational hosts. The MLfit benchmark is used at CERN openlab as a representative of data analysis applications used in the high energy physics community. The report includes the results of scalability runs obtained with several configurations and systems.
id cern-1696947
institution Organización Europea para la Investigación Nuclear
language eng
publishDate 2012
record_format invenio
spelling cern-16969472019-09-30T06:29:59Zhttp://cds.cern.ch/record/1696947engLazzaro, AlfioJarp, SverreLeduc, JulienNowak, AndrzejValsan, LiviuReport on the parallelization of the MLfit benchmark using OpenMP and MPIComputing and ComputersThis report describes the development of an MPI parallelization support on top of the existing OpenMP parallel version of the MLfit benchmark for a hybrid evaluation on multicore and distributed computational hosts. The MLfit benchmark is used at CERN openlab as a representative of data analysis applications used in the high energy physics community. The report includes the results of scalability runs obtained with several configurations and systems.CERN-OPEN-2014-030oai:cds.cern.ch:16969472012-07-01
spellingShingle Computing and Computers
Lazzaro, Alfio
Jarp, Sverre
Leduc, Julien
Nowak, Andrzej
Valsan, Liviu
Report on the parallelization of the MLfit benchmark using OpenMP and MPI
title Report on the parallelization of the MLfit benchmark using OpenMP and MPI
title_full Report on the parallelization of the MLfit benchmark using OpenMP and MPI
title_fullStr Report on the parallelization of the MLfit benchmark using OpenMP and MPI
title_full_unstemmed Report on the parallelization of the MLfit benchmark using OpenMP and MPI
title_short Report on the parallelization of the MLfit benchmark using OpenMP and MPI
title_sort report on the parallelization of the mlfit benchmark using openmp and mpi
topic Computing and Computers
url http://cds.cern.ch/record/1696947
work_keys_str_mv AT lazzaroalfio reportontheparallelizationofthemlfitbenchmarkusingopenmpandmpi
AT jarpsverre reportontheparallelizationofthemlfitbenchmarkusingopenmpandmpi
AT leducjulien reportontheparallelizationofthemlfitbenchmarkusingopenmpandmpi
AT nowakandrzej reportontheparallelizationofthemlfitbenchmarkusingopenmpandmpi
AT valsanliviu reportontheparallelizationofthemlfitbenchmarkusingopenmpandmpi

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