• DocumentCode
    614164
  • Title

    Distributed Gröbner Bases Computation with MPJ

  • Author

    Kredel, H.

  • Author_Institution
    IT-Center, Univ. of Mannheim, Mannheim, Germany
  • fYear
    2013
  • fDate
    25-28 March 2013
  • Firstpage
    1429
  • Lastpage
    1435
  • Abstract
    Groebner bases, an important building block in computer algebra, are computed on distributed memory parallel computers with multi-CPU compute nodes with increasing success. Based on previous efforts we present and compare new programs using the MPI message passing standard implemented using MPJ. MPJ is a specification of MPI for Java with efficient implementations. Also the new versions use one control communication channel between the master node and the worker nodes. In the hybrid version the polynomials are shared between the threads on a node and in the pure distributed version the polynomials are replicated on every process. The polynomials are transported asynchronous to the control-flow of the algorithm in a separate distributed data structure. The implementation is generic and works for all implemented fields. We present first promising performance measurements.
  • Keywords
    Java; application program interfaces; computational complexity; data structures; distributed memory systems; message passing; multi-threading; process algebra; software performance evaluation; Java; MPI message passing standard; MPJ; algorithm control flow; computer algebra; control communication channel; distributed Grobner bases computation; distributed data structure; distributed memory parallel computers; master node; multiCPU compute nodes; performance measurements; polynomial replication; worker nodes; Computers; Data structures; IP networks; Java; Message systems; Polynomials; Servers; Groebner bases; MPI; MPJ; computer algebra; distributed computation;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Advanced Information Networking and Applications Workshops (WAINA), 2013 27th International Conference on
  • Conference_Location
    Barcelona
  • Print_ISBN
    978-1-4673-6239-9
  • Electronic_ISBN
    978-0-7695-4952-1
  • Type

    conf

  • DOI
    10.1109/WAINA.2013.101
  • Filename
    6550596