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» Sparse matrix factorization on massively parallel computers
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PPSC
1993
14 years 11 months ago
Parallel Preconditioning and Approximate Inverses on the Connection Machine
We present a new approach to preconditioning for very large, sparse, non-symmetric, linear systems. We explicitly compute an approximate inverse to our original matrix that can be...
Marcus J. Grote, Horst D. Simon
ICCV
2007
IEEE
15 years 11 months ago
On Constrained Sparse Matrix Factorization
Weishi Zheng, Stan Z. Li, Jian-Huang Lai, ShengCai...
ICPP
2008
IEEE
15 years 4 months ago
Challenges and Advances in Parallel Sparse Matrix-Matrix Multiplication
We identify the challenges that are special to parallel sparse matrix-matrix multiplication (PSpGEMM). We show that sparse algorithms are not as scalable as their dense counterpar...
Aydin Buluç, John R. Gilbert
IPPS
2008
IEEE
15 years 4 months ago
Avoiding communication in sparse matrix computations
James Demmel, Mark Hoemmen, Marghoob Mohiyuddin, K...