Parallelization of a neural net training program in a grid environment

We demonstrate the advantages provided by Globus software in a distributed memory environment when running a parallel application. For this, we have programmed with MPI and evaluated the code, which is part of the training of an artificial neural net for the search for the Higgs's boson, in a g...

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Bibliographic Details
Main Authors: Gutierrez, A., Cavero, F., de Llano, R.M., Gregorio, J.A.
Format: Conference Proceeding
Language:English
Subjects:
Application software
Artificial neural networks
Biology computing
Distributed computing
Grid computing
Libraries
Message passing
Neural networks
Resource management
Software safety
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Summary:We demonstrate the advantages provided by Globus software in a distributed memory environment when running a parallel application. For this, we have programmed with MPI and evaluated the code, which is part of the training of an artificial neural net for the search for the Higgs's boson, in a grid/globus environment using the MPICH-G2 message passing library.
ISSN:1066-6192
2377-5750
DOI:10.1109/EMPDP.2004.1271453