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ICPP
2008
IEEE
14 years 21 days ago
Improving the Performance of Multithreaded Sparse Matrix-Vector Multiplication Using Index and Value Compression
Abstract—The Sparse Matrix-Vector Multiplication kernel exhibits limited potential for taking advantage of modern shared memory architectures due to its large memory bandwidth re...
Kornilios Kourtis, Georgios I. Goumas, Nectarios K...
PARA
2004
Springer
13 years 11 months ago
Parallelization of GSL: Performance of Case Studies
In this paper we explore the parallelization of the scientific library from GNU both on shared-memory and distributed-memory architectures. A pair of classical operations, arising...
José Ignacio Aliaga, Francisco Almeida, Jos...
HPCN
1997
Springer
13 years 10 months ago
Parallel Solution of Irregular, Sparse Matrix Problems Using High Performance Fortran
For regular, sparse, linear systems, like those derived from regular grids, using High Performance Fortran (HPF) for iterative solvers is straightforward. However, for irregular ma...
Eric de Sturler, Damian Loher
PPAM
2005
Springer
13 years 11 months ago
SILC: A Flexible and Environment-Independent Interface for Matrix Computation Libraries
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-independen...
Tamito Kajiyama, Akira Nukada, Hidehiko Hasegawa, ...
ICCSA
2003
Springer
13 years 11 months ago
Coarse-Grained Parallel Matrix-Free Solution of a Three-Dimensional Elliptic Prototype Problem
The finite difference discretization of the Poisson equation in three dimensions results in a large, sparse, and highly structured system of linear equations. This prototype prob...
Kevin P. Allen, Matthias K. Gobbert