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
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;
Conference_Titel :
Parallel, Distributed and Network-Based Processing, 2004. Proceedings. 12th Euromicro Conference on
Print_ISBN :
0-7695-2083-9
DOI :
10.1109/EMPDP.2004.1271453
