Title
A Hilbert-order multiplication scheme for unstructured sparse matrices
Abstract
We investigate a new storage format for unstructured sparse matrices based on the space-filling Hilbert curve. Numerical tests with matrix-vector multiplication show the potential of the fractal storage (FS) format in comparison to the traditional compressed row storage (CRS) format. The FS format outperforms the CRS format by up to 50% for matrix-vector multiplications with multiple right hand sides.
Year
DOI
Venue
2007
10.1080/17445760601122084
IJPEDS
Keywords
Field
DocType
space-filling hilbert curve,numerical test,multiple right hand side,crs format,unstructured sparse matrix,row storage,fractal storage,fs format,hilbert-order multiplication scheme,unstructured sparse,new storage format,matrix-vector multiplication,matrices,sparse matrices
Numerical tests,Computer science,Matrix (mathematics),Fractal,Algorithm,Multiplication,Sparse matrix,Hilbert curve,Distributed computing
Journal
Volume
Issue
ISSN
22
4
1744-5760
Citations 
PageRank 
References 
8
0.66
6
Authors
3
Name
Order
Citations
PageRank
G Haase116121.27
M Liebmann210911.97
G Plank320133.05