Abstract
We present 3LM, a C Linked List Management Library for parallel sparse factorizations on a PVM environment which takes into account the fill-in, an important drawback of sparse computations. It is restricted to a mesh topology and is based on an SPMD paradigm. Our goal is to facilitate the programming in such environments by means of a set of list and vector-oriented operations. The result is a pseudo-sequential code, in which the interprocessor communications and the sparse data structures are hidden from the programmer.
This work was supported by the Ministry of Education of Spain (project CICYT TIC96-1125-C03), Xunta de Galicia (XUGA20605B96) and by the Training and Mobility of Researchers Programme of the EU (ICARUS project at CINECA, Italy)
This is a preview of subscription content, log in via an institution.
Preview
Unable to display preview. Download preview PDF.
References
Choi, J., Demmel, J., Dhillon, I., Dongarra, J., Ostrouchov, S., Petitet, A., Stanley, K., Walker, D., Whaley, R.C.: ScaLAPACK: a Portable Linear Algebra Library for Distributed Memory Computers-Design Issues and Performance. Tech. Report CS-95-283, Dep. Computer Science, University of Tennessee (1995).
Doallo, R., Fraguela, B.B., Touriño, J., Zapata, E.L.: Parallel Sparse Modified Gram-Schmidt QR Decomposition. In Int'l Conference on High-Performance Computing and Networking, HPCN'96, Brussels. Lecture Notes in Computer Science, Vol. 1067, Springer-Verlag (1996) 646–653.
Duff, I.S., Grimes, R.G., Lewis, J.G.: User's Guide for the Harwell-Boeing Sparse Matrix Collection. Tech. Report TR-PA-92-96, CERFACS (1992).
Golub, G.H., van Loan, C.F.: Matrix Computations. The Johns Hopkins University Press, second edition (1989).
Remington, K.A., Pozo, R.: NIST Sparse BLAS User's Guide. National Institute of Standards and Technology (1996).
Touriño, J.: Parallelization and Compilation Issues of Sparse QR Algorithms. PhD Thesis, Dep. of Electronics and Systems, University of A Coruna, Spain (1998).
Author information
Authors and Affiliations
Editor information
Rights and permissions
Copyright information
© 1998 Springer-Verlag Berlin Heidelberg
About this paper
Cite this paper
Touriño, J., Doallo, R. (1998). A PVM-based library for sparse matrix factorizations. In: Alexandrov, V., Dongarra, J. (eds) Recent Advances in Parallel Virtual Machine and Message Passing Interface. EuroPVM/MPI 1998. Lecture Notes in Computer Science, vol 1497. Springer, Berlin, Heidelberg. https://doi.org/10.1007/BFb0056589
Download citation
DOI: https://doi.org/10.1007/BFb0056589
Published:
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-540-65041-6
Online ISBN: 978-3-540-49705-9
eBook Packages: Springer Book Archive