Informatica, ( ISI ), Volume (32), Year (2008-10) , Pages (327-335)

Title : ( Balancing Load in a Computional Grid Applying Adaptive Intelligent colonies of Ants )

Authors: M. Amini Salehi , Hossein Deldari , B. Mokarram Dorri ,

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Abstract

Load balancing is substantial when developing parallel and distributed computing applications. The emergence of computational grids extends the necessity of this problem. Ant colony is a meta-heuristic method that can be instrumental for grid load balancing. This paper presents an echo system of adaptive fuzzy ants. The ants in this environment can create new ones and may also commit suicide depending on existing conditions. A new concept called Ant level load balancing is presented here for improving the performance of the mechanism. A performance evaluation model is also derived. Then theoretical analyses, which are supported with experiment results, prove that this new mechanism surpasses its predecessor. Povzetek: Za porazdeljevanje obremenitev je predlagana nova metoda s kolonijami mravelj.

Keywords

, grid computing, load balancing, ant colony, agent-based resource management
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@article{paperid:1009602,
author = {M. Amini Salehi and Deldari, Hossein and B. Mokarram Dorri},
title = {Balancing Load in a Computional Grid Applying Adaptive Intelligent colonies of Ants},
journal = {Informatica},
year = {2008},
volume = {32},
month = {October},
issn = {0868-4952},
pages = {327--335},
numpages = {8},
keywords = {grid computing; load balancing; ant colony; agent-based resource management system},
}

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%0 Journal Article
%T Balancing Load in a Computional Grid Applying Adaptive Intelligent colonies of Ants
%A M. Amini Salehi
%A Deldari, Hossein
%A B. Mokarram Dorri
%J Informatica
%@ 0868-4952
%D 2008

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