{"title":"Solving System of Linear Equations in a Network of Workstations","authors":"G. Dimitriu, F. Ionescu","doi":"10.1109/ISPDC.2006.45","DOIUrl":null,"url":null,"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","PeriodicalId":196790,"journal":{"name":"2006 Fifth International Symposium on Parallel and Distributed Computing","volume":"16 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2006-07-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2006 Fifth International Symposium on Parallel and Distributed Computing","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ISPDC.2006.45","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 1
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