Title
Managing the complexity of lookahead for LU factorization with pivoting
Abstract
We describe parallel implementations of LU factorization with pivoting for multicore architectures. Implementations that differ in two different dimensions are discussed: (1) using classical partial pivoting versus recently proposed incremental pivoting and (2) extracting parallelism only within the Basic Linear Algebra Subprograms versus building and scheduling a directed acyclic graph of tasks. Performance comparisons are given on two different systems.
Year
DOI
Venue
2010
10.1145/1810479.1810520
SPAA
Keywords
Field
DocType
different dimension,classical partial pivoting,acyclic graph,parallel implementation,lu factorization,different system,performance comparison,incremental pivoting,multicore architecture,basic linear algebra subprograms,directed acyclic graph
Computer science,Scheduling (computing),Parallel computing,Directed acyclic graph,Implementation,Theoretical computer science,Pivot element,Multi-core processor,LU decomposition,Basic Linear Algebra Subprograms
Conference
Citations 
PageRank 
References 
3
0.42
21
Authors
3
Name
Order
Citations
PageRank
Ernie Chan139321.90
Robert A. van de Geijn22047203.08
Andrew Chapman330.42