Intelligent transport protocol design using genetic algorithm

C. L.D. Boh, Sheng Uei Guan

Research output: Chapter in Book or Report/Conference proceedingConference Proceedingpeer-review

Abstract

With the growth of Information Technology in all aspects of management, business and entertainment, there is an increasing demand for networking for very varied purposes: fast file transfer, video streaming and voice over Internet Protocol. Configurability, adaptability, intelligence and QoS orientation are the qualities of a successful future transport protocol. A constant process of analyzing networking through fitness levels allows feedback on QoS achievement and subsequent protocol engineering. We present an intelligent protocol, genetic algorithm transport protocol (GATP), that can evolve and adapt to the network environment and achieve an evolving user-configurable QoS. Using a constant process of negotiation, implementation and feedback, a QoS-focused networking between peers can be achieved. A review of experimental results will provide an interesting insight into genetic algorithm behavior in an actual network environment.

Original languageEnglish
Title of host publicationProceedings - 10th IEEE International Conference on Networks
Subtitle of host publicationTowards Network Superiority, ICON 2002
Pages467-472
Number of pages6
DOIs
Publication statusPublished - 2002
Externally publishedYes
Event10th IEEE International Conference on Networks: Towards Network Superiority, ICON 2002 - Singapore, Singapore
Duration: 27 Aug 200230 Aug 2002

Publication series

NameIEEE International Conference on Networks, ICON
ISSN (Print)1556-6463

Conference

Conference10th IEEE International Conference on Networks: Towards Network Superiority, ICON 2002
Country/TerritorySingapore
CitySingapore
Period27/08/0230/08/02

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