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Effect of Parallelization, Execution Time and Inter-process Communication on Sorting Techniques using Message Passing Interface

by Dev Gaurav, Sahil Arora, Prashant Gupta
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International Journal of Computer Applications
Foundation of Computer Science (FCS), NY, USA
Volume 101 - Number 5
Year of Publication: 2014
Authors: Dev Gaurav, Sahil Arora, Prashant Gupta
10.5120/17681-8524

Dev Gaurav, Sahil Arora, Prashant Gupta . Effect of Parallelization, Execution Time and Inter-process Communication on Sorting Techniques using Message Passing Interface. International Journal of Computer Applications. 101, 5 ( September 2014), 7-12. DOI=10.5120/17681-8524

@article{ 10.5120/17681-8524,
author = { Dev Gaurav, Sahil Arora, Prashant Gupta },
title = { Effect of Parallelization, Execution Time and Inter-process Communication on Sorting Techniques using Message Passing Interface },
journal = { International Journal of Computer Applications },
issue_date = { September 2014 },
volume = { 101 },
number = { 5 },
month = { September },
year = { 2014 },
issn = { 0975-8887 },
pages = { 7-12 },
numpages = {9},
url = { https://ijcaonline.org/archives/volume101/number5/17681-8524/ },
doi = { 10.5120/17681-8524 },
publisher = {Foundation of Computer Science (FCS), NY, USA},
address = {New York, USA}
}
%0 Journal Article
%1 2024-02-06T22:30:52.856099+05:30
%A Dev Gaurav
%A Sahil Arora
%A Prashant Gupta
%T Effect of Parallelization, Execution Time and Inter-process Communication on Sorting Techniques using Message Passing Interface
%J International Journal of Computer Applications
%@ 0975-8887
%V 101
%N 5
%P 7-12
%D 2014
%I Foundation of Computer Science (FCS), NY, USA
Abstract

The aim of this paper if to show that the great part of the execution time is consumed in computations. So as the number of processors increase, the amount of work done by each processor will be decrease regardless the effect of the number of physical cores used. Still the time taken to solve the computations dominates over the communication time as by increasing number of processors; tasks are more divided so overall time decreases. The total overhead generated from process initializations and inter-process communication negatively affects the execution time. Using MPI, parallelization on five sorting techniques which are selection sort, bubble sort, quick sort, insertion sort and shell sort have been implemented.

References
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Index Terms

Computer Science
Information Sciences

Keywords

MPI Parallel Programming Selection sort Bubble sort Quick sort Insertion Sort Shell Sort Bucket sort Sequential Programming.

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