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
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