Parallelization of the GNU Scientific Library on heterogeneous systems

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,...

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Bibliographic Details
Main Authors: Aliaga, J., Almeida, F., Badia, J.M., Barrachina, S., Blanco, V., Castillo, M., Dorta, U., Mayo, R., Quintana, E.S., Quintana, G., Rodriguez, C., de Sande, F.
Format: Conference Proceeding
Language:English
Subjects:
Computer architecture
Distributed computing
GNU Scientific Library
heterogeneous parallel systems
Linear algebra
Mathematics
Microcomputers
parallel algorithms and architectures
Parallel programming
Scientific computing
Software architecture
Software libraries
Standards development
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Summary: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.
DOI:10.1109/ISPDC.2004.39