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» Parallel matrix algorithms and applications
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JCPHY
2011
109views more  JCPHY 2011»
13 years 22 days ago
Fast construction of hierarchical matrix representation from matrix-vector multiplication
We develop a hierarchical matrix construction algorithm using matrixvector multiplications, based on the randomized singular value decomposition of low-rank matrices. The algorith...
Lin Lin, Jianfeng Lu, Lexing Ying
ASPDAC
2006
ACM
143views Hardware» more  ASPDAC 2006»
14 years 3 months ago
Constraint-driven bus matrix synthesis for MPSoC
– Modern multi-processor system-on-chip (MPSoC) designs have high bandwidth constraints which must be satisfied by the underlying communication architecture. Bus matrix based com...
Sudeep Pasricha, Nikil D. Dutt, Mohamed Ben-Romdha...
SIAMJO
2011
13 years 4 months ago
Recovering Low-Rank and Sparse Components of Matrices from Incomplete and Noisy Observations
Many applications arising in a variety of fields can be well illustrated by the task of recovering the low-rank and sparse components of a given matrix. Recently, it is discovered...
Min Tao, Xiaoming Yuan
SASP
2009
IEEE
291views Hardware» more  SASP 2009»
14 years 4 months ago
A parameterisable and scalable Smith-Waterman algorithm implementation on CUDA-compatible GPUs
—This paper describes a multi-threaded parallel design and implementation of the Smith-Waterman (SM) algorithm on compute unified device architecture (CUDA)-compatible graphic pr...
Cheng Ling, Khaled Benkrid, Tsuyoshi Hamada
CCGRID
2011
IEEE
13 years 1 months ago
Small Discrete Fourier Transforms on GPUs
– Efficient implementations of the Discrete Fourier Transform (DFT) for GPUs provide good performance with large data sizes, but are not competitive with CPU code for small data ...
S. Mitra, A. Srinivasan