Intelligent Distributed Fault Management for Communication Networks

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dc.contributor.authorLi, Hongjunen_US
dc.contributor.authorBaras, John S.en_US
dc.contributor.departmentISRen_US
dc.contributor.departmentCSHCNen_US
dc.date.accessioned2007-05-23T10:10:08Z
dc.date.available2007-05-23T10:10:08Z
dc.date.issued2000en_US
dc.description.abstractIn this paper, we present an intelligent, distributed fault management system for communication networks using belief networks as fault model and inference engine. The managed network is divided into domains and for each domain, there is an intelligent agent called Domain Diagnostic Agent attached to it, which is responsible for this domain's fault management. Belief network models are embedded in such an agent and under symptoms observation, the posterior probabilities of each candidate fault node being faulty is computed. We define the notion of right diagnosis, describe the diagnosis process based on this concept, and present a strategy for generation of test sequence.en_US
dc.format.extent285997 bytes
dc.format.mimetypeapplication/pdf
dc.identifier.urihttp://hdl.handle.net/1903/6172
dc.language.isoen_USen_US
dc.relation.ispartofseriesISR; TR 2000-38en_US
dc.relation.ispartofseriesCSHCN; TR 2000-15en_US
dc.subjectnetwork managementen_US
dc.subjectfault diagnosisen_US
dc.subjectbelief networksen_US
dc.subjectfault managementen_US
dc.subjectsequential decision problemen_US
dc.subjectdynamic programmingen_US
dc.subjectGlobal Communication Systemsen_US
dc.titleIntelligent Distributed Fault Management for Communication Networksen_US
dc.typeTechnical Reporten_US

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