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Fault Management in Computer Networks Using Case-Based Reasoning: DUMBO System
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Fault Management in Computer Networks Using Case-Based Reasoning: DUMBO System
Cristina Melchiors9 and Liane M. R. Tarouco9 
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PPGC, Universidade Federal do Rio Grande do Sul, Av. Bento Gonçalves, 9500 Bloco IV. Porto Alegre, Brazil |
Abstract
Nowadays, the complexity involved in computer network fault management demands a great amount of information about the involved
technologies and their associated problems. Besides, Trouble Ticket Systems have been used to store the occurred problems,
actuating as an historical memory of the network. Thus, a correct approach to consolidate the network historic memory is the
development of an expert system that takes in account the knowledge accumulated in the Trouble Ticket Systems to propose solutions
for an average problem. This work presents a system that uses Case-Based Reasoning paradigm applied to a Trouble Ticket System
to suggest solutions for a new problem occurred. This system aims to aid diagnosis and resolution stages of network management
problems. Typical problems of this domain, the proposed solution and results reached with the developed prototype are described.
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