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FFPACK: finite field linear algebra package
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Source International Conference on Symbolic and Algebraic Computation archive
Proceedings of the 2004 international symposium on Symbolic and algebraic computation table of contents
Santander, Spain
Pages: 119 - 126  
Year of Publication: 2004
ISBN:1-58113-827-X
Authors
Jean-Guillaume Dumas  Université Joseph Fourier, Grenoble, France
Pascal Giorgi  Lab. de l'Informatique du Parallélisme, Cédex, France
Clément Pernet  Université Joseph Fourier, Grenoble, France
Sponsors
ACM: Association for Computing Machinery
SIGSAM: ACM Special Interest Group on Symbolic and Algebraic Manipulation
Publisher
ACM  New York, NY, USA
Bibliometrics
Downloads (6 Weeks): 7,   Downloads (12 Months): 34,   Citation Count: 11
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ABSTRACT

The FFLAS project has established that exact matrix multiplication over finite fields can be performed at the speed of the highly optimized numerical BLAS routines. Since many algorithms have been reduced to use matrix multiplication in order to be able to prove an optimal theoretical complexity, this paper shows that those optimal complexity algorithms, such as LSP factorization, rank determinant and inverse computation can also be the most efficient.


REFERENCES

Note: OCR errors may be found in this Reference List extracted from the full text article. ACM has opted to expose the complete List rather than only correct and linked references.

 
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M. Brassel, P. Giorgi, and C. Pernet. LUdivine: A symbolic block LU factorization for matrices over finite fields using blas. ECCAD'2003, South Carolina, USA.
 
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Z. Chen and A. Storjohann. Effective reductions to matrix multiplication. ACA'2003, NC State University, USA.
 
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J. Dongarra and V. Eijkhout. Self-adapting numerical software and automatic tuning of heuristics. Lecture Notes in Computer Science, 2660:759--770, Jan. 2003.
 
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J.-G. Dumas. Efficient dot product over word-size finite fields. Rapport de recherche, IMAG-RR1064, Mar. 2004.
 
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J.-G. Dumas, T. Gautier, M. Giesbrecht, P. Giorgi, B. Hovinen, E. Kaltofen, B. D. Saunders, W. J. Turner, and G. Villard. LinBox: A generic library for exact linear algebra. ICMS'2002, Beijing, China, pp 40--50.
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J.-G. Dumas, P. Giorgi, and C. Pernet. FFPACK: Finite Field Linear Algebra Package, preliminary version. Research Report, LIP-RR2004-02, Jan. 2004.
 
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J.-G. Dumas and G. Villard. Computing the rank of sparse matrices over finite fields. CASC'2002, Yalta, Ukraine, pp 47--62.
 
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P. Giorgi. From blas routines to finite field exact linear algebra solutions, July 2003. ACA'2003, NC State University, USA.
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O. H. Ibarra, S. Moran, and R. Hui. A generalization of the fast LUP matrix decomposition algorithm and applications. Journal of Algorithms, 3(1):45--56, Mar. 1982.
 
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E. Kaltofen, M. S. Krishnamoorthy, and B. D. Saunders. Parallel algorithms for matrix normal forms. Linear Algebra and its Applications, 136:189--208, 1990.
 
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C. Pernet. Implementation of Winograd's matrix multiplication over finite fields using ATLAS level 3 BLAS. Technical report, Laboratoire Informatique et Distribution, July 2001. www-id.imag.fr/Apache/RR/RR011122FFLAS.ps.gz.
 
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C. Pernet. Calcul du polynôme caractéristique sur des corps finis. Master's thesis, University of Delaware, 2003.
 
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C. Pernet and Z. Wan. LU based algorithms for the characteristic polynomial over a finite field. ISSAC'2003, Philadelphia, USA, pp 135--142. Poster.
 
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R. C. Whaley, A. Petitet, and J. J. Dongarra. Automated empirical optimizations of software and the ATLAS project.

CITED BY  11

Collaborative Colleagues:
Jean-Guillaume Dumas: colleagues
Pascal Giorgi: colleagues
Clément Pernet: colleagues