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
Link To Document :
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