DocumentCode
2606048
Title
Parallelization of a neural net training program in a grid environment
Author
Gutiérrez, Alejandro ; Cavero, Francisco ; De Llano, Rafael Menéndez ; Gregorio, J. Ángel
Author_Institution
Cantabria Univ., Santander, Spain
fYear
2004
fDate
11-13 Feb. 2004
Firstpage
258
Lastpage
265
Abstract
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.
Keywords
application program interfaces; distributed memory systems; grid computing; learning (artificial intelligence); message passing; neural nets; Globus software; Higgs boson; MPI; MPICH-G2 message passing library; artificial neural net training program parallelization; distributed memory environment; grid environment; Application software; Artificial neural networks; Biology computing; Distributed computing; Grid computing; Libraries; Message passing; Neural networks; Resource management; Software safety;
fLanguage
English
Publisher
ieee
Conference_Titel
Parallel, Distributed and Network-Based Processing, 2004. Proceedings. 12th Euromicro Conference on
ISSN
1066-6192
Print_ISBN
0-7695-2083-9
Type
conf
DOI
10.1109/EMPDP.2004.1271453
Filename
1271453
Link To Document