• 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