DocumentCode
2802545
Title
Solving System of Linear Equations in a Network of Workstations
Author
Dimitriu, Gabriel ; Ionescu, Felicia
Author_Institution
Politehnica Univ. of Bucharest
fYear
2006
fDate
6-9 July 2006
Firstpage
323
Lastpage
328
Abstract
In this article we propose an evaluation of the three common algorithms for solving linear system of equations: Gauss elimination, Gauss-Jordan without pivoting and Jacobi with dominant rows. The parallel design of the chosen algorithms is a compromise between the easies and elegant way to implement in MPI and the performance. The result confirmed that for a small number of low cost computers the speedup is acceptable for the Gauss elimination and Gauss-Jordan but for Jacobi with dominant rows if data is not already distributed it is better to implement the serial version
Keywords
Gaussian processes; message passing; workstation clusters; Gauss elimination; Gauss-Jordan without pivoting; Jacobi with dominant rows; MPI; linear equations; workstation network; Costs; Distributed computing; Equations; Gaussian distribution; Gaussian processes; Jacobian matrices; Linear systems; Personal communication networks; Vectors; Workstations;
fLanguage
English
Publisher
ieee
Conference_Titel
Parallel and Distributed Computing, 2006. ISPDC '06. The Fifth International Symposium on
Conference_Location
Timisoara
Print_ISBN
0-7695-2638-1
Type
conf
DOI
10.1109/ISPDC.2006.45
Filename
4021944
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