DocumentCode
1484688
Title
Triangular Matrix Inversion on Heterogeneous Multicore Systems
Author
Ries, Florian ; De Marco, Tommaso ; Guerrieri, Roberto
Author_Institution
Adv. Res. Center on Electron. Syst. for Inf. & Commun. Technol., E. De Castro (ARCES), Bologna, Italy
Volume
23
Issue
1
fYear
2012
Firstpage
177
Lastpage
184
Abstract
Dense matrix inversion is a basic procedure in many linear algebra algorithms. Any factorization-based dense matrix inversion algorithm involves the inversion of one or two triangular matrices. In this work, we present an improved implementation of a parallel triangular matrix inversion for heterogeneous multicore CPU/dual-GPU systems.
Keywords
computer graphic equipment; coprocessors; linear algebra; matrix inversion; multiprocessing systems; parallel processing; factorization-based dense matrix inversion algorithm; heterogeneous dual-GPU system; heterogeneous multicore CPU system; linear algebra algorithm; parallel triangular matrix inversion; Graphics processing unit; Indexes; Instruction sets; Kernel; Parallel processing; Random access memory; Table lookup; Matrix inversion; parallel processing.;
fLanguage
English
Journal_Title
Parallel and Distributed Systems, IEEE Transactions on
Publisher
ieee
ISSN
1045-9219
Type
jour
DOI
10.1109/TPDS.2011.103
Filename
5740864
Link To Document