NES: Network Expert System for heterogeneous networks

Seppo Horsmanheimo; Jari Eskelinen; Heli Kokkoniemi-Tarkkanen

doi:10.1109/ICTEL.2010.5478789

NES: Network Expert System for heterogeneous networks

Seppo Horsmanheimo, Jari Eskelinen, Heli Kokkoniemi-Tarkkanen

Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

10 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 language	English
Title of host publication	Proceedings
Subtitle of host publication	17th International Conference on Telecommunications, ICT 2010
Publisher	IEEE Institute of Electrical and Electronic Engineers
Pages	680-685
ISBN (Electronic)	978-1-4244-5247-7
ISBN (Print)	978-1-4244-5246-0
DOIs	https://doi.org/10.1109/ICTEL.2010.5478789
Publication status	Published - 2010
MoE publication type	A4 Article in a conference publication
Event	17th International Conference on Telecommunications, ICT 2010 - Doha, Qatar Duration: 4 Apr 2010 → 7 Apr 2010

Conference

Conference	17th International Conference on Telecommunications, ICT 2010
Abbreviated title	ICT 2010
Country/Territory	Qatar
City	Doha
Period	4/04/10 → 7/04/10

Keywords

Expert system
Heterogeneous networks
SOM

Access to Document

10.1109/ICTEL.2010.5478789

Cite this

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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 = "IEEE Institute of Electrical and Electronic Engineers",

address = "United States",

note = "17th International Conference on Telecommunications, ICT 2010, ICT 2010 ; Conference date: 04-04-2010 Through 07-04-2010",

}

Horsmanheimo, S, Eskelinen, J & Kokkoniemi-Tarkkanen, H 2010, NES: Network Expert System for heterogeneous networks. in Proceedings: 17th International Conference on Telecommunications, ICT 2010. IEEE Institute of Electrical and Electronic Engineers, 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. IEEE Institute of Electrical and Electronic Engineers, 2010. p. 680-685.

Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

TY - GEN

T1 - NES

T2 - 17th International Conference on Telecommunications, ICT 2010

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 - IEEE Institute of Electrical and Electronic Engineers

Y2 - 4 April 2010 through 7 April 2010

ER -

NES: Network Expert System for heterogeneous networks

Abstract

Conference

Keywords

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Cite this