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Authors: Wilfred W. K. Lin 1 ; Allan K. Y. Wong 1 ; Richard S.L. Wu 1 and Tharam S. Dillon 2

Affiliations: 1 The Hong Kong Polytechnic University, Hong Kong ; 2 Faculty of Infornation Technology, University of Technology Sydney, Australia

ISBN: 972-8865-32-5

Keyword(s): real-time traffic pattern detection (RTPD), stationary, asymptotically second-order self-similarity, CAB, Gaussian property, fractal.

Related Ontology Subjects/Areas/Topics: Enterprise Software Technologies ; Global Communication Information Systems and Services ; Internet Services and Applications ; Mobile Software and Services ; Software Engineering ; Telecommunication Software Systems, Tools and Languages ; Telecommunications ; Wireless Information Networks and Systems

Abstract: The self-similarity ( S 2 ) filter is proposed for real-time applications. It can be used independently or as an extra component for the enhanced RTPD (real-time traffic pattern detector) or E-RTPD. The S 2 filter basisisthe“asymptoticallysecond-orderself-similarity”concept (alternatively called statistical 2nd OSS or S2nd OSS) for stationary time series. The focus is the IAT (inter-arrival times) traffic. The filter is original because similar approaches are not found in the literature for detecting self-similar traffic patterns on the fly. Different experiments confirm that with help form the S 2 filter the FLC (Fuzzy Logic Controller) dynamic buffer size tuner control more accurately. As a result the FLC improves the reliability of the client/server interaction path leading to shorter roundtrip time (RTT).

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Paper citation in several formats:
W. K. Lin W.; K. Y. Wong A.; S.L. Wu R.; S. Dillon T. and (2005). A NOVEL REAL-TIME SELF-SIMILAR TRAFFIC DETECTOR/FILTER TO IMPROVE THE RELIABILITY OF A TCP BASED END-TO-END CLIENT/SERVER INTERACTION PATH FOR SHORTER ROUNDTRIP TIME.In Proceedings of the Second International Conference on e-Business and Telecommunication Networks - Volume 1: ICETE, ISBN 972-8865-32-5, pages 94-101. DOI: 10.5220/0001413000940101

@conference{icete05,
author={Wilfred {W. K. Lin} and Allan {K. Y. Wong} and Richard {S.L. Wu} and Tharam {S. Dillon}},
title={A NOVEL REAL-TIME SELF-SIMILAR TRAFFIC DETECTOR/FILTER TO IMPROVE THE RELIABILITY OF A TCP BASED END-TO-END CLIENT/SERVER INTERACTION PATH FOR SHORTER ROUNDTRIP TIME},
booktitle={Proceedings of the Second International Conference on e-Business and Telecommunication Networks - Volume 1: ICETE,},
year={2005},
pages={94-101},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0001413000940101},
isbn={972-8865-32-5},
}

TY - CONF

JO - Proceedings of the Second International Conference on e-Business and Telecommunication Networks - Volume 1: ICETE,
TI - A NOVEL REAL-TIME SELF-SIMILAR TRAFFIC DETECTOR/FILTER TO IMPROVE THE RELIABILITY OF A TCP BASED END-TO-END CLIENT/SERVER INTERACTION PATH FOR SHORTER ROUNDTRIP TIME
SN - 972-8865-32-5
AU - W. K. Lin, W.
AU - K. Y. Wong, A.
AU - S.L. Wu, R.
AU - S. Dillon, T.
PY - 2005
SP - 94
EP - 101
DO - 10.5220/0001413000940101

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