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Parallelization of GSL: Architecture, Interfaces, and Programming Models

  • Conference paper
Recent Advances in Parallel Virtual Machine and Message Passing Interface (EuroPVM/MPI 2004)

Part of the book series: Lecture Notes in Computer Science ((LNCS,volume 3241))

Abstract

In this paper we present our efforts towards the design and development of a parallel version of the Scientific Library from GNU using MPI and OpenMP. Two well-known operations arising in discrete mathematics and sparse linear algebra illustrate the architecture and interfaces of the system. Our approach, though being a general high-level proposal, achieves for these two particular examples a performance close to that obtained by an ad hoc parallel programming implementation.

Supported by MCyT projects TIC2002-04400-C03, TIC2002-04498-C05-05.

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References

  1. Duff, I.S., Heroux, M.A., Pozo, R.: An overview of the sparse basic linear algebra subprograms. ACM Trans. Math. Software 28(2), 239–267 (2002)

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Author information

Authors and Affiliations

  1. Depto. de Ingeniería y Ciencia de Computadores, Univ. Jaume I, 12.071, Castellón, Spain

    J. Aliaga, J. M. Badía, S. Barrachina, M. Castillo, R. Mayo, E. S. Quintana & G. Quintana

  2. Depto. de Estadística, Investigación Operativa y Computación, Univ. de La Laguna, 38.271, La Laguna, Spain

    F. Almeida, V. Blanco, U. Dorta, C. Rodríguez & F. de Sande

Authors
  1. J. Aliaga
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  2. F. Almeida
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  3. J. M. Badía
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  4. S. Barrachina
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  5. V. Blanco
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  6. M. Castillo
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  7. U. Dorta
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  8. R. Mayo
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  9. E. S. Quintana
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  10. G. Quintana
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  11. C. Rodríguez
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  12. F. de Sande
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Editor information

Editors and Affiliations

  1. GUP, Institute of Graphics and Parallel Processing, Johannes Kepler University, Altenbergerstraße 69, A-4040, Linz, Austria

    Dieter Kranzlmüller

  2. MTA SZTAKI, Computer and Automation Research Institute, Hungarian Academy of Sciences, P.O. Box 63, H-1518, Hungary

    Péter Kacsuk

  3. Computer Science Department, University of Tennessee, TN 37996-3450, Knoxville, USA

    Jack Dongarra

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© 2004 Springer-Verlag Berlin Heidelberg

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Aliaga, J. et al. (2004). Parallelization of GSL: Architecture, Interfaces, and Programming Models. In: Kranzlmüller, D., Kacsuk, P., Dongarra, J. (eds) Recent Advances in Parallel Virtual Machine and Message Passing Interface. EuroPVM/MPI 2004. Lecture Notes in Computer Science, vol 3241. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-540-30218-6_31

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  • DOI: https://doi.org/10.1007/978-3-540-30218-6_31

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-540-23163-9

  • Online ISBN: 978-3-540-30218-6

  • eBook Packages: Springer Book Archive

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