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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

  • Conference paper
E-business and Telecommunication Networks (ICETE 2005)

Part of the book series: Communications in Computer and Information Science ((CCIS,volume 3))

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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 basis is the “asymptotically second-order self-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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Joaquim Filipe Helder Coelhas Monica Saramago

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© 2007 Springer-Verlag Berlin Heidelberg

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Lin, W.W.K., Wong, A.K.Y., Wu, R.S.L., Dillon, T.S. (2007). 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: Filipe, J., Coelhas, H., Saramago, M. (eds) E-business and Telecommunication Networks. ICETE 2005. Communications in Computer and Information Science, vol 3. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-540-75993-5_5

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  • DOI: https://doi.org/10.1007/978-3-540-75993-5_5

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-540-75992-8

  • Online ISBN: 978-3-540-75993-5

  • eBook Packages: Computer ScienceComputer Science (R0)

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