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GENETIC ALGORITHM OPTIMIZED PACKET FILTERING

n our research, we present a method to optimize packet filtering by genetic algorithm. Packet filtering in our work consists of packet capturing and firewall rules reordering. Genetic algorithm is used to automate rules reordering and the discovery of optimal combination of packet capture configu...

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Bibliographic Details
Main Author:	NURIKA, OKTA
Format:	Thesis
Language:	English
Published:	2013
Subjects:	QA75 Electronic computers. Computer science
Online Access:	http://utpedia.utp.edu.my/22736/1/2013-IT-GENETIC%20ALGORITHM%20OPTIMIZED%20PACKET%20FILTERING-OKTA%20NURIKA.pdf http://utpedia.utp.edu.my/22736/
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id	my-utp-utpedia.22736
record_format	eprints
spelling	my-utp-utpedia.227362022-02-22T08:54:37Z http://utpedia.utp.edu.my/22736/ GENETIC ALGORITHM OPTIMIZED PACKET FILTERING NURIKA, OKTA QA75 Electronic computers. Computer science n our research, we present a method to optimize packet filtering by genetic algorithm. Packet filtering in our work consists of packet capturing and firewall rules reordering. Genetic algorithm is used to automate rules reordering and the discovery of optimal combination of packet capture configuration, in the framework of PF_RING platform and rules ordering. Our method has been tested in different sizes of network traffic load. Genetic Algorithm evolves configuration based on the recorded throughput rates; the higher the throughput the better the solution. Results obtained indicate the effectiveness ofthe approach. 2013-04 Thesis NonPeerReviewed application/pdf en http://utpedia.utp.edu.my/22736/1/2013-IT-GENETIC%20ALGORITHM%20OPTIMIZED%20PACKET%20FILTERING-OKTA%20NURIKA.pdf NURIKA, OKTA (2013) GENETIC ALGORITHM OPTIMIZED PACKET FILTERING. Masters thesis, UTP.
institution	Universiti Teknologi Petronas
building	UTP Resource Centre
collection	Institutional Repository
continent	Asia
country	Malaysia
content_provider	Universiti Teknologi Petronas
content_source	UTP Electronic and Digitized Intellectual Asset
url_provider	http://utpedia.utp.edu.my/
language	English
topic	QA75 Electronic computers. Computer science
spellingShingle	QA75 Electronic computers. Computer science NURIKA, OKTA GENETIC ALGORITHM OPTIMIZED PACKET FILTERING
description	n our research, we present a method to optimize packet filtering by genetic algorithm. Packet filtering in our work consists of packet capturing and firewall rules reordering. Genetic algorithm is used to automate rules reordering and the discovery of optimal combination of packet capture configuration, in the framework of PF_RING platform and rules ordering. Our method has been tested in different sizes of network traffic load. Genetic Algorithm evolves configuration based on the recorded throughput rates; the higher the throughput the better the solution. Results obtained indicate the effectiveness ofthe approach.
format	Thesis
author	NURIKA, OKTA
author_facet	NURIKA, OKTA
author_sort	NURIKA, OKTA
title	GENETIC ALGORITHM OPTIMIZED PACKET FILTERING
title_short	GENETIC ALGORITHM OPTIMIZED PACKET FILTERING
title_full	GENETIC ALGORITHM OPTIMIZED PACKET FILTERING
title_fullStr	GENETIC ALGORITHM OPTIMIZED PACKET FILTERING
title_full_unstemmed	GENETIC ALGORITHM OPTIMIZED PACKET FILTERING
title_sort	genetic algorithm optimized packet filtering
publishDate	2013
url	http://utpedia.utp.edu.my/22736/1/2013-IT-GENETIC%20ALGORITHM%20OPTIMIZED%20PACKET%20FILTERING-OKTA%20NURIKA.pdf http://utpedia.utp.edu.my/22736/
_version_	1739832983553048576
score	13.211869

GENETIC ALGORITHM OPTIMIZED PACKET FILTERING

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