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Third International Symposium on Parallel and Distributed Computing/Third International Workshop on Algorithms, Models and Tools for Parallel Computing on Heterogeneous Networks (ISPDC/HeteroPar'04)
Parallelization of the GNU Scientific Library on Heterogeneous Systems
Cork, Ireland
July 05-July 07
ISBN: 0-7695-2210-6
J. Aliaga, Universidad Jaume I
F. Almeida, Universidad de La Laguna
J. M. Badía, Universidad Jaume I
S. Barrachina, Universidad Jaume I
V. Blanco, Universidad de La Laguna
M. Castillo, Universidad Jaume I
U. Dorta, Universidad de La Laguna
R. Mayo, Universidad Jaume I
E. S. Quintana, Universidad Jaume I
G. Quintana, Universidad Jaume I
C. Rodríguez, Universidad de La Laguna
F. de Sande, Universidad de La Laguna
In this paper we present our joint efforts towards the development of a parallel version of the GNU Scientific Library for heterogeneous systems. Two well-known operations arising in discrete mathematics and sparse linear algebra allow us to describe the design and the implementation of the library, and to report experimental results on heterogeneous clusters of personal computers.
Index Terms:
GNU Scientific Library, scientific computing, parallel algorithms and architectures, heterogeneous parallel systems
Citation:
J. Aliaga, F. Almeida, J. M. Badía, S. Barrachina, V. Blanco, M. Castillo, U. Dorta, R. Mayo, E. S. Quintana, G. Quintana, C. Rodríguez, F. de Sande, "Parallelization of the GNU Scientific Library on Heterogeneous Systems," ispdc, pp.338-345, Third International Symposium on Parallel and Distributed Computing/Third International Workshop on Algorithms, Models and Tools for Parallel Computing on Heterogeneous Networks (ISPDC/HeteroPar'04), 2004
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