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IPPS
2008
IEEE
13 years 11 months ago
Design of scalable dense linear algebra libraries for multithreaded architectures: the LU factorization
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...
Gregorio Quintana-Ortí, Enrique S. Quintana...
EUROPAR
2007
Springer
13 years 10 months ago
Toward Scalable Matrix Multiply on Multithreaded Architectures
We show empirically that some of the issues that affected the design of linear algebra libraries for distributed memory architectures will also likely affect such libraries for s...
Bryan Marker, Field G. Van Zee, Kazushige Goto, Gr...
ISPDC
2008
IEEE
13 years 11 months ago
Scalable Dense Factorizations for Heterogeneous Computational Clusters
This paper discusses the design and the implementation of the LU factorization routines included in the Heterogeneous ScaLAPACK library, which is built on top of ScaLAPACK. These ...
Ravi Reddy Manumachu, Alexey L. Lastovetsky, Pedro...
SC
2009
ACM
13 years 11 months ago
Dynamic task scheduling for linear algebra algorithms on distributed-memory multicore systems
This paper presents a dynamic task scheduling approach to executing dense linear algebra algorithms on multicore systems (either shared-memory or distributed-memory). We use a tas...
Fengguang Song, Asim YarKhan, Jack Dongarra
IPPS
2010
IEEE
13 years 2 months ago
Tile QR factorization with parallel panel processing for multicore architectures
To exploit the potential of multicore architectures, recent dense linear algebra libraries have used tile algorithms, which consist in scheduling a Directed Acyclic Graph (DAG) of...
Bilel Hadri, Hatem Ltaief, Emmanuel Agullo, Jack D...