An optimum network selection solution for multihomed hosts using Hopfield Networks

Espi, Jorge and Atkinson, R.C. and Harle, D.A. and Andonovic, Ivan; (2010) An optimum network selection solution for multihomed hosts using Hopfield Networks. In: Ninth International Conference on Networks, 2010. IEEE, pp. 249-254. ISBN 978-1-4244-6083-0 (https://doi.org/10.1109/ICN.2010.47)

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Abstract

This work introduces a Hopfield Neural Network approach to network selection for multihomed hosts which considers a range of relevant network parameters including available radio access technologies and traffic types (VoIP, video streaming, Web browsing and FTP-based). Also proposed is a novel utility function that further improves network selection. Results show that, in terms of QoS, the allocation obtained using proposed algorithm outperforms other two reference allocation schemes under a range of different scenarios.

ORCID iDs

Espi, Jorge, Atkinson, R.C. ORCID logoORCID: https://orcid.org/0000-0002-6206-2229, Harle, D.A. ORCID logoORCID: https://orcid.org/0000-0002-0534-1096 and Andonovic, Ivan ORCID logoORCID: https://orcid.org/0000-0001-9093-5245;
  • Item type:Book Section
    ID code:25614
    Dates:
    Date
    Event
    April 2010
    Published
    Notes:© 2010 IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting /republishing this material for advertising or promotional purposes, creating new collective works, for resale or redistribution to servers or lists, or reuse of any copyrighted component of this work in other works.
    Subjects:Technology > Electrical engineering. Electronics Nuclear engineering
    Department:Faculty of Engineering > Electronic and Electrical Engineering
    Depositing user: Miss Morag Aitken
    Date deposited:25 Jun 2010 15:41
    Last modified:11 Nov 2024 14:41
    Related URLs:
    URI:https://strathprints.strath.ac.uk/id/eprint/25614
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