Skip to main content

SILC: A Flexible and Environment-Independent Interface for Matrix Computation Libraries

  • Conference paper
Parallel Processing and Applied Mathematics (PPAM 2005)

Part of the book series: Lecture Notes in Computer Science ((LNTCS,volume 3911))

Abstract

We propose a new framework, named Simple Interface for Library Collections (SILC), that gives users access to matrix computation libraries in a flexible and environment-independent manner. SILC achieves source-level independence between user programs and libraries by (1) separating a function call into data transfer and a request for computation, (2) requesting the computation by means of mathematical expressions in the form of text, and (3) using a separate memory space to carry out library functions independently of the user programs. Using SILC, users can easily access various libraries without any modification of the user programs. This paper describes the design and implementation of SILC based on a client-server architecture, and presents some experimental results on the performance of the implemented system in different computing environments.

This is a preview of subscription content, log in via an institution to check access.

Access this chapter

Institutional subscriptions

Preview

Unable to display preview. Download preview PDF.

Unable to display preview. Download preview PDF.

Similar content being viewed by others

References

  1. Dongarra, J.: Freely available software for linear algebra on the Web (2004), http://www.netlib.org/utk/people/JackDongarra/la-sw.html

  2. Wu, K., Milne, B.: A survey of packages for large linear systems. Technical Report LBNL–45446, Lawrence Berkeley National Laboratory (2000)

    Google Scholar 

  3. Kotakemori, H., Hasegawa, H., Kajiyama, T., Nukada, A., Suda, R., Nishida, A.: Performance evaluation of parallel sparse matrix–vector products on SGI Altix3700. In: First International Workshop on OpenMP (IWOMP 2005) (to appear, 2005)

    Google Scholar 

  4. Barrett, R., et al.: Templates for the Solution of Linear Systems: Building Blocks for Iterative Methods. SIAM (1994)

    Google Scholar 

  5. NetSolve (2005), http://icl.cs.utk.edu/netsolve/

  6. Ninf Project (2005), http://ninf.apgrid.org/

  7. De Rose, L., Padua, D.: Techniques for the translation of MATLAB programs into Fortran 90. ACM TOPLAS 21, 286–323 (1999)

    Article  Google Scholar 

  8. Kawabata, H., Suzuki, M., Kitamura, T.: A MATLAB-based code generator for sparse matrix computations. In: Chin, W.-N. (ed.) APLAS 2004. LNCS, vol. 3302, Springer, Heidelberg (2004)

    Chapter  Google Scholar 

  9. Kennedy, K., et al.: Telescoping languages: A system for automatic generation of domain languages. Proceedings of the IEEE 93, 387–408 (2005)

    Article  Google Scholar 

  10. The MathWorks, Inc. (2005), http://www.mathworks.com/

  11. Nishida, A.: SSI: Overview of simulation software infrastructure for large scale scientific applications. In: IPSJ SIG Notes, 2004–HPC–098, pp. 25–30 (2004)

    Google Scholar 

  12. Luszczek, P., Dongarra, J.: Design of interactive environment for numerically intensive parallel linear algebra calculations. In: Bubak, M., van Albada, G.D., Sloot, P.M.A., Dongarra, J. (eds.) ICCS 2004. LNCS, vol. 3039, Springer, Heidelberg (2004)

    Chapter  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2006 Springer-Verlag Berlin Heidelberg

About this paper

Cite this paper

Kajiyama, T., Nukada, A., Hasegawa, H., Suda, R., Nishida, A. (2006). SILC: A Flexible and Environment-Independent Interface for Matrix Computation Libraries. In: Wyrzykowski, R., Dongarra, J., Meyer, N., Waśniewski, J. (eds) Parallel Processing and Applied Mathematics. PPAM 2005. Lecture Notes in Computer Science, vol 3911. Springer, Berlin, Heidelberg. https://doi.org/10.1007/11752578_112

Download citation

  • DOI: https://doi.org/10.1007/11752578_112

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-540-34141-3

  • Online ISBN: 978-3-540-34142-0

  • eBook Packages: Computer ScienceComputer Science (R0)

Publish with us

Policies and ethics