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Informing Science + IT Education Conference 2003 Proceedings
| Informing Science + IT Education Conference |
| Pori, Finland June 24-27, 2003 |
| Towards a Self-Healing Network in Controlling Access to Network Applications |
| Abdullah Gani and Gordon Manson |
| University of Sheffield, United Kingdom |
| University of Sheffield, United Kingdom |
| A self-healing network is a ‘dream’ for every network designer today. Abstractly it is a network that ca-pable of |
| maintaining the availability of network services. This would not be impossible to be turned into a reality if the |
| networks are embedded with intelligence. By having the intelligent capability the network can be self-managed in |
| response to events that taken place within the network itself through the learning mechanisms. This paper |
| presents the User Manager Agent System (UMAS) learning performance in controlling a request for network |
| application session. ANFIS of Matlab v5.3 has been used to simulate the learning process in which it bases on the |
| training data of network state. The work also had revealed some weaknesses of ANFIS in processing a large volume |
| of training data sets and substantial amount of time taken for processing. |
| Keywords: Intelligent Agent, Neuro Fuzzy Logic, and Network Application Management |
ISSN
1535-07-03
Unless otherwise indicated, this paper has undergone blind external review by three or more reviewers.
Types of Papers: A Best Paper, Regular Paper, Short Paper, Informal Paper,
Unrefereed Panel Paper
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