Title :
A New Scheduling Algorithm for Parallel Sparse LU Factorization with Static Pivoting
Author :
Grigori, Laura ; Li, Xiaoye S.
Author_Institution :
Lawrence Berkeley National Laboratory
Abstract :
In this paper we present a static scheduling algorithm for parallel sparse LU factorization with static pivoting. The algorithm is divided into mapping and scheduling phases, using the symmetric pruned graphs of LT and U to represent dependencies. The scheduling algorithm is designed for driving the parallel execution of the factorization on a distributed-memory architecture. Experimental results and comparisons with SuperLU_DIST are reported after applying this algorithm on real world application matrices on an IBM SP RS/6000 distributed memory machine.
Keywords :
Algorithm design and analysis; Cyclotrons; Data structures; Laboratories; Numerical stability; Partitioning algorithms; Scheduling algorithm; Sparse matrices; Sun; Symmetric matrices;
Conference_Titel :
Supercomputing, ACM/IEEE 2002 Conference
Print_ISBN :
0-7695-1524-X
DOI :
10.1109/SC.2002.10032