Title of article :
Key concepts for parallel out-of-core LU factorization
Author/Authors :
J. J. Dongarra، نويسنده , , S. Hammarling، نويسنده , , D. W. Walker، نويسنده ,
Issue Information :
هفته نامه با شماره پیاپی سال 1997
Abstract :
This paper considers key ideas in the design of out-of-core dense LU factorization routines. A left-looking variant of the LU factorization algorithm is shown to require less I/O to disk than the right-looking variant, and is used to develop a parallel, out-of-core implementation. This implementation makes use of a small library of parallel I/O routines, together with ScaLAPACK and PBLAS routines. Results for runs on an Intel Paragon are presented and interpreted using a simple performance model.
Keywords :
Dense matrices , Out-of-core LU factorization , Parallel computing , performance
Journal title :
Computers and Mathematics with Applications
Journal title :
Computers and Mathematics with Applications