NES

Network Expert System for heterogeneous networks

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

7 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
PublisherInstitute of Electrical and Electronic Engineers IEEE
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

Fingerprint

Heterogeneous networks
Expert systems
Intelligent networks
Self organizing maps
Decision making
Monitoring

Keywords

  • Expert system
  • Heterogeneous networks
  • SOM

Cite this

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). Institute of Electrical and Electronic Engineers IEEE. https://doi.org/10.1109/ICTEL.2010.5478789
Horsmanheimo, Seppo ; Eskelinen, Jari ; Kokkoniemi-Tarkkanen, Heli. / NES : Network Expert System for heterogeneous networks. Proceedings: 17th International Conference on Telecommunications, ICT 2010. Institute of Electrical and Electronic Engineers IEEE, 2010. pp. 680-685
@inproceedings{a2faaeced47e4a61ab0985a9a5178a6c,
title = "NES: Network Expert System for heterogeneous networks",
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.",
keywords = "Expert system, Heterogeneous networks, SOM",
author = "Seppo Horsmanheimo and Jari Eskelinen and Heli Kokkoniemi-Tarkkanen",
year = "2010",
doi = "10.1109/ICTEL.2010.5478789",
language = "English",
isbn = "978-1-4244-5246-0",
pages = "680--685",
booktitle = "Proceedings",
publisher = "Institute of Electrical and Electronic Engineers IEEE",
address = "United States",

}

Horsmanheimo, S, Eskelinen, J & Kokkoniemi-Tarkkanen, H 2010, NES: Network Expert System for heterogeneous networks. in Proceedings: 17th International Conference on Telecommunications, ICT 2010. Institute of Electrical and Electronic Engineers IEEE, pp. 680-685, 17th International Conference on Telecommunications, ICT 2010, Doha, Qatar, 4/04/10. https://doi.org/10.1109/ICTEL.2010.5478789

NES : Network Expert System for heterogeneous networks. / Horsmanheimo, Seppo; Eskelinen, Jari; Kokkoniemi-Tarkkanen, Heli.

Proceedings: 17th International Conference on Telecommunications, ICT 2010. Institute of Electrical and Electronic Engineers IEEE, 2010. p. 680-685.

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

TY - GEN

T1 - NES

T2 - Network Expert System for heterogeneous networks

AU - Horsmanheimo, Seppo

AU - Eskelinen, Jari

AU - Kokkoniemi-Tarkkanen, Heli

PY - 2010

Y1 - 2010

N2 - 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.

AB - 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.

KW - Expert system

KW - Heterogeneous networks

KW - SOM

U2 - 10.1109/ICTEL.2010.5478789

DO - 10.1109/ICTEL.2010.5478789

M3 - Conference article in proceedings

SN - 978-1-4244-5246-0

SP - 680

EP - 685

BT - Proceedings

PB - Institute of Electrical and Electronic Engineers IEEE

ER -

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