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ThinkMind // ICN 2013, The Twelfth International Conference on Networks // View article icn_2013_5_10_10131


An Intelligent Approach to an Efficient Internet Network Management

Authors:
Antonio Martin
Carlos Leon
Alejandro López

Keywords: SNMP; MIB; IAs; Management Network

Abstract:
Telecommunications networks are continuously growing in scale and complexity, and the amount of information and services provided more day to day. The management of the resulting networks gets additional important and time-critical. More advanced tools are needed to support this activity. In this paper we describe the design and implementation of a management platform using Artificial Intelligent reasoning technique. This paper explores intelligent agent architecture to make the argument for an intelligent solution as opposed to traditional methods. We propose a new paradigm where the intelligent network management is integrated into the conceptual repository of management information. This study focuses on an intelligent framework and a language for formalizing knowledge management descriptions and combining them with existing Internet management model. Based on the present proposal and Internet management model, we describe the design and implementation of an integrated intelligent management platform named ALATUS. We have tested our system on real data to the fault diagnostic in a university wireless network. The results of a validation show a significant improvement with respect to the number of rules and the error rate in other traditional systems.

Pages: 101 to 106

Copyright: Copyright (c) IARIA, 2013

Publication date: January 27, 2013

Published in: conference

ISSN: 2308-4413

ISBN: 978-1-61208-245-5

Location: Seville, Spain

Dates: from January 27, 2013 to February 1, 2013

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