NES: Network Expert System for heterogeneous networks

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

8 Citations (Scopus)

Abstract

Intelligent network monitoring and self-governing decision-making in heterogeneous networks has been an active research topic especially in related to audio/video delivery over multi-access networks.
In this paper, we introduce a policy and rule based Network Expert System (NES) component to assist automated resource and mobility management. NES is one of the core components added to the Distributed Control and Management Framework (DCMF) presented in.
Here, we present the design of the NES as well as the results obtained from our proof-of-concept implementation.
We also show that the Self-Organizing Map (SOM) based expert system utilized in NES is capable of providing solutions to resource and mobility management problems encountered in coexisting multi-operator networks.
Original languageEnglish
Title of host publicationProceedings
Subtitle of host publication17th International Conference on Telecommunications, ICT 2010
PublisherIEEE Institute of Electrical and Electronic Engineers
Pages680-685
ISBN (Electronic)978-1-4244-5247-7
ISBN (Print)978-1-4244-5246-0
DOIs
Publication statusPublished - 2010
MoE publication typeA4 Article in a conference publication
Event17th International Conference on Telecommunications, ICT 2010 - Doha, Qatar
Duration: 4 Apr 20107 Apr 2010

Conference

Conference17th International Conference on Telecommunications, ICT 2010
Abbreviated titleICT 2010
CountryQatar
CityDoha
Period4/04/107/04/10

Keywords

  • Expert system
  • Heterogeneous networks
  • SOM

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    Horsmanheimo, S., Eskelinen, J., & Kokkoniemi-Tarkkanen, H. (2010). NES: Network Expert System for heterogeneous networks. In Proceedings: 17th International Conference on Telecommunications, ICT 2010 (pp. 680-685). IEEE Institute of Electrical and Electronic Engineers. https://doi.org/10.1109/ICTEL.2010.5478789