DocumentCode :
2141717
Title :
OpenMP/MPI Implementation of Tile QR Factorization on T2K Open Supercomputer
Author :
Suzuki, Takumi ; Miyashita, Hiroaki
Author_Institution :
Interdiscipl. Grad. Sch. of Med. & Eng., Univ. of Yamanashi, Kofu, Japan
fYear :
2013
fDate :
26-28 Sept. 2013
Firstpage :
141
Lastpage :
146
Abstract :
We implement the tile QR factorization algorithm on T2K open supercomputer using an OpenMP/MPI programming model. Our implementation does not outperform the ScaLAPACK routine for single-node performance. However, as the number of CPU nodes increases, our implementation clearly outperforms ScaLAPACK and shows good scalability in the form of both strong and weak scaling. With respect to accuracy, our implementation and ScaLAPACK achieve almost the same results. In this report, we provide the technical details of our implementation.
Keywords :
digital arithmetic; matrix decomposition; message passing; parallel machines; CPU nodes; MPI implementation; OpenMP implementation; ScaLAPACK routine; T2K open supercomputer; single-node performance; tile QR factorization; Dynamic scheduling; Heuristic algorithms; Kernel; Plasmas; Scalability; Supercomputers; Tiles; MPI; OpenMP; QR factorization; tile algorithm;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Embedded Multicore Socs (MCSoC), 2013 IEEE 7th International Symposium on
Conference_Location :
Tokyo
Type :
conf
DOI :
10.1109/MCSoC.2013.20
Filename :
6657920
Link To Document :
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