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A Genetic-Fuzzy Algorithm for Load Balancing in Multiprocessor Systems

by Roya Nourzadeh, Mehdi Effatparvar
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International Journal of Computer Applications
Foundation of Computer Science (FCS), NY, USA
Volume 101 - Number 10
Year of Publication: 2014
Authors: Roya Nourzadeh, Mehdi Effatparvar
10.5120/17727-8204

Roya Nourzadeh, Mehdi Effatparvar . A Genetic-Fuzzy Algorithm for Load Balancing in Multiprocessor Systems. International Journal of Computer Applications. 101, 10 ( September 2014), 39-42. DOI=10.5120/17727-8204

@article{ 10.5120/17727-8204,
author = { Roya Nourzadeh, Mehdi Effatparvar },
title = { A Genetic-Fuzzy Algorithm for Load Balancing in Multiprocessor Systems },
journal = { International Journal of Computer Applications },
issue_date = { September 2014 },
volume = { 101 },
number = { 10 },
month = { September },
year = { 2014 },
issn = { 0975-8887 },
pages = { 39-42 },
numpages = {9},
url = { https://ijcaonline.org/archives/volume101/number10/17727-8204/ },
doi = { 10.5120/17727-8204 },
publisher = {Foundation of Computer Science (FCS), NY, USA},
address = {New York, USA}
}
%0 Journal Article
%1 2024-02-06T22:31:21.701681+05:30
%A Roya Nourzadeh
%A Mehdi Effatparvar
%T A Genetic-Fuzzy Algorithm for Load Balancing in Multiprocessor Systems
%J International Journal of Computer Applications
%@ 0975-8887
%V 101
%N 10
%P 39-42
%D 2014
%I Foundation of Computer Science (FCS), NY, USA
Abstract

With the increasing use of computers in research contributions, added requirement for faster processing is now an important necessity. Parallel Processing describes the concept of running tasks which can be run simultaneously on several processors. Load balancing is very important problem in multiprocessor systems. In this paper, we introduce a approah based on Genetic Algorithms and Fuzzy Logic for laod balancing in parallel multiprocessor systems that call GAF algorithm. Extensive simulation shows our algorithm is better than other approach. Simualation results indicate our algorithm have maximum utilization and it reduce total response time of system.

References
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Index Terms

Computer Science
Information Sciences

Keywords

Load Balancing Multiprocessor systems Genetic Algorithm Fuzzy Logic Idle Time Load Balancing Ratio.

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