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Routing with Congestion Control in Computer Network using Neural Networks

by Abdulkareem Y. Abdalla, Turki Y. Abdalla, Khloud A. Nasar
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International Journal of Computer Applications
Foundation of Computer Science (FCS), NY, USA
Volume 57 - Number 2
Year of Publication: 2012
Authors: Abdulkareem Y. Abdalla, Turki Y. Abdalla, Khloud A. Nasar
10.5120/9089-3031

Abdulkareem Y. Abdalla, Turki Y. Abdalla, Khloud A. Nasar . Routing with Congestion Control in Computer Network using Neural Networks. International Journal of Computer Applications. 57, 2 ( November 2012), 34-41. DOI=10.5120/9089-3031

@article{ 10.5120/9089-3031,
author = { Abdulkareem Y. Abdalla, Turki Y. Abdalla, Khloud A. Nasar },
title = { Routing with Congestion Control in Computer Network using Neural Networks },
journal = { International Journal of Computer Applications },
issue_date = { November 2012 },
volume = { 57 },
number = { 2 },
month = { November },
year = { 2012 },
issn = { 0975-8887 },
pages = { 34-41 },
numpages = {9},
url = { https://ijcaonline.org/archives/volume57/number2/9089-3031/ },
doi = { 10.5120/9089-3031 },
publisher = {Foundation of Computer Science (FCS), NY, USA},
address = {New York, USA}
}
%0 Journal Article
%1 2024-02-06T20:59:26.584097+05:30
%A Abdulkareem Y. Abdalla
%A Turki Y. Abdalla
%A Khloud A. Nasar
%T Routing with Congestion Control in Computer Network using Neural Networks
%J International Journal of Computer Applications
%@ 0975-8887
%V 57
%N 2
%P 34-41
%D 2012
%I Foundation of Computer Science (FCS), NY, USA
Abstract

The neural networks are widely used to solve the routing problem and to manage the congestion in the computer networks. In this paper, two methods are proposed to solve this problem. In the first method a feed forward neural network is included in a central node to determine the complete path between any pair of nodes (source, destination). In the second method a routing approach consists of two feed forward neural networks is suggested to solve the routing problem with congestion control. The proposed methods are applied for typical examples of computer networks. Results of the testing show good performance.

References
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Index Terms

Computer Science
Information Sciences

Keywords

Routing congestion control computer network neural network

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