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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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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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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 13.159267

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