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Solving system of linear equations using parallel processing
Posted Date: 19 Mar 2008 Resource Type: Articles/Knowledge Sharing Category: General
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Posted By: Aparanjitha Member Level: Gold
Rating:  Points: 4
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Title of the project
Solving system of linear equations using parallel processing
Abstract of the project
This project is aimed at analyzing the available methods for solving a system of linear equations of the form n x n. Using a couple of iterative and/or direct methods, implement a program for these methods that could be run on a parallel processor. At the end, a graph can be plotted with time taken for execution of a method considered V/s number of processors used (2, 4, 8, 32). For example following questions need to be addressed –
1.For a method considered, evaluate that as the number of processors is increased does the time taken necessarily reduce to solve the equation(s).
2.For a given number of processors which is the best method that could be employed which takes least time.
Keywords
Generic Technology keywords
Parallel Processing, Linear equation methods
Specific Technology keywords
Unix/ Windows,C
Project type keywords
Analysis, Implementation
Functional components of the project
1.Parallel processing engine implementation
2.Implementation of algorithms to solve system of linear equations of the form Ax=B (matrix size NxN) using the parallel processing engine.
Steps to start-off the project
1.Understanding of Parallel Processing technology
2.Study of methods available to solve a system of linear equation of the form Ax=b (matrix size of NxN)
Requirements
Hardware requirements
Number Description Alternatives (If available)
1 Windows UNIX
Software requirements
Number Description Alternatives (If available)
1 C C++
2 gcc compiler
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