PPOPP
2012
ACM
12 years 6 months ago
2012
ACM
The efforts of an expert to parallelize and optimize a dense linear algebra algorithm for distributed-memory targets are largely mechanical and repetitive. We demonstrate that the...
EUROPAR
2011
Springer
12 years 11 months ago
2011
Springer
: Tuning numerical libraries has become more difficult over time, as systems get more sophisticated. In particular, modern multicore machines make the behaviour of algorithms hard ...
CLUSTER
2011
IEEE
12 years 11 months ago
2011
IEEE
—Much of dense linear algebra has been successfully blocked to concentrate the majority of its time in the Level 3 BLAS, which are not only efficient for serial computation, but...
PPAM
2007
Springer
14 years 5 months ago
2007
Springer
Dense linear algebra codes are often expressed and coded in terms of BLAS calls. This approach, however, achieves suboptimal performance due to the overheads associated to such cal...
IPPS
2008
IEEE
14 years 5 months ago
2008
IEEE
The scalable parallel implementation, targeting SMP and/or multicore architectures, of dense linear algebra libraries is analyzed. Using the LU factorization as a case study, it is...
IPPS
2009
IEEE
14 years 5 months ago
2009
IEEE
—We present an application programming interface (API) for the C programming language that facilitates the development of dense linear algebra algorithms on graphics processors a...