Fuzzy logic strategy of prognosticating TCP's timeout and retransmission

Zhang, Zhongwei and Li, Zhi and Suthaharan, Shan (2005) Fuzzy logic strategy of prognosticating TCP's timeout and retransmission. In: Computational intelligence for modelling and prediction. Studies in Computational Intelligence (2). Springer-Verlag, Berlin. ISBN 3540260714

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Abstract

The work presented in this paper is the design and implementation of an intelligent strategy using fuzzy logic technology to gauge the TCP timeout and retransmission value. The conventional algorithms, which are based on statistical analysis, perform in a marginally acceptable way for estimating these two values. But they have been shown to be increasingly incapable of dealing with more complicated TCP traffic due to ignorance of traffic complexity. Fuzzy logic technology will be applied to estimate the TCP timeout and retransmission for the purpose of utilising artificial intelligence, combining knowledge about the network traffic and connection.


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Item Type: Book Chapter (Commonwealth Reporting Category B)
Refereed: Yes
Item Status: Live Archive
Additional Information: Author's version deposited with blanket permission of publisher. Print copy held in USQ Library at call no. 006.3 Com.
Depositing User: epEditor USQ
Faculty / Department / School: Historic - Faculty of Sciences - Department of Maths and Computing
Date Deposited: 11 Oct 2007 00:27
Last Modified: 02 Jul 2013 22:33
Uncontrolled Keywords: TCP, timeout, retransmission, fuzzy logic.
Fields of Research (FOR2008): 08 Information and Computing Sciences > 0801 Artificial Intelligence and Image Processing > 080108 Neural, Evolutionary and Fuzzy Computation
Identification Number or DOI: doi: 10.1007/10966518_22
URI: http://eprints.usq.edu.au/id/eprint/686

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