DocumentCode
1929403
Title
Distributed Parallel Groebner Bases Computation
Author
Kredel, Heinz
Author_Institution
IT-Center, Univ. of Mannheim, Mannheim
fYear
2009
fDate
16-19 March 2009
Firstpage
518
Lastpage
524
Abstract
This paper considers the implementation of parallel Grobner bases algorithms on distributed memory parallel computers like todays high performance computing clusters (HPC) in the Java computer algebra library (JAS). The implementation of Grobner bases algorithms is part of the essential building blocks for any computation in algebraic geometry. There are various implementations of these algorithms in procedural programming languages. Our aim is an implementation in a modern object oriented programming language with generic data types, as it is provided by Java programming language. The proposed middle-ware uses a distributed list for the communication of the reduction bases and a distributed thread pool for running the reduction engines in different computers. Java object serialization is used to encode polynomial objects for network transport via Java networking facilities.
Keywords
Java; distributed memory systems; middleware; parallel processing; Java computer algebra library; Java object serialization; Java programming language; distributed memory parallel computer; distributed thread pool; high performance computing cluster; middleware; object oriented programming language; parallel Grobner base algorithm; Algebra; Clustering algorithms; Computational geometry; Computer languages; Concurrent computing; Distributed computing; High performance computing; Java; Libraries; Object oriented programming; Gröbner bases; computer algebra library; distributed algorithms; parallel algorithms;
fLanguage
English
Publisher
ieee
Conference_Titel
Complex, Intelligent and Software Intensive Systems, 2009. CISIS '09. International Conference on
Conference_Location
Fukuoka
Print_ISBN
978-1-4244-3569-2
Electronic_ISBN
978-0-7695-3575-3
Type
conf
DOI
10.1109/CISIS.2009.109
Filename
5066834
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