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: https://orcid.org/0000-0002-6206-2229, Harle, D.A. ORCID: https://orcid.org/0000-0002-0534-1096 and Andonovic, Ivan ORCID: https://orcid.org/0000-0001-9093-5245;-
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Item type: Book Section ID code: 25614 Dates: DateEventApril 2010PublishedNotes: © 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: 01 Oct 2024 00:08 Related URLs: URI: https://strathprints.strath.ac.uk/id/eprint/25614