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» Highly Parallel Sparse Matrix-Matrix Multiplication
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CORR
2010
Springer
66views Education» more  CORR 2010»
13 years 11 months ago
Highly Parallel Sparse Matrix-Matrix Multiplication
Aydin Buluç, John R. Gilbert
ICPP
2008
IEEE
14 years 5 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
IAJIT
2011
13 years 5 months ago
Blocked-based sparse matrix-vector multiplication on distributed memory parallel computers
: The present paper discusses the implementations of sparse matrix-vector products, which are crucial for high performance solutions of large-scale linear equations, on a PC-Cluste...
Rukhsana Shahnaz, Anila Usman
EUROPAR
2003
Springer
14 years 4 months ago
Improving Performance of Hypermatrix Cholesky Factorization
Abstract. This paper shows how a sparse hypermatrix Cholesky factorization can be improved. This is accomplished by means of efficient codes which operate on very small dense matri...
José R. Herrero, Juan J. Navarro
ISSAC
2009
Springer
155views Mathematics» more  ISSAC 2009»
14 years 5 months ago
Parallel sparse polynomial multiplication using heaps
We present a high performance algorithm for multiplying sparse distributed polynomials using a multicore processor. Each core uses a heap of pointers to multiply parts of the poly...
Michael B. Monagan, Roman Pearce