A framework for development of integrated intelligent knowledge for management of telecommunication networks

The management of modern telecommunication networks is a complex and intensive task that requires the assimilation of vast amounts of information and knowledge management. The significance of management networks is growing, and more advanced techniques are needed to support these activities. It is n...

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Detalles Bibliográficos
Autores: Martín Montes, Antonio, León de Mora, Carlos, Luque Rodríguez, Joaquín, Monedero Goicoechea, Iñigo Luis
Tipo de recurso: artículo
Estado:Versión enviada para evaluación y publicación
Fecha de publicación:2012
País:España
Institución:Universidad de Sevilla (US)
Repositorio:idUS. Depósito de Investigación de la Universidad de Sevilla
OAI Identifier:oai:idus.us.es:11441/76948
Acceso en línea:https://hdl.handle.net/11441/76948
https://doi.org/10.1016/j.eswa.2012.02.078
Access Level:acceso abierto
Palabra clave:Intelligent agents
Expert system
GDMO
MIB
TMN
Artificial intelligence
Network management
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spelling A framework for development of integrated intelligent knowledge for management of telecommunication networksMartín Montes, AntonioLeón de Mora, CarlosLuque Rodríguez, JoaquínMonedero Goicoechea, Iñigo LuisIntelligent agentsExpert systemGDMOMIBTMNArtificial intelligenceNetwork managementThe management of modern telecommunication networks is a complex and intensive task that requires the assimilation of vast amounts of information and knowledge management. The significance of management networks is growing, and more advanced techniques are needed to support these activities. It is necessary to develop new models that offer more possibilities. In this study, we present a new approach for distributed intelligent management networks. The goal of our study is the assignment and dispersed control of proper network resources, pertaining to hardware as well as software, to help operators manage their networks more effectively and also to promote reliability in network services. We propose a new paradigm where intelligent knowledge management is integrated into the conceptual repository of management information. This article presents a technique for the design and implementation of a distributed intelligent system that is designed through the normalization of knowledge management. Our study focuses on an intelligent framework and a language for formalizing knowledge management descriptions and combining them with an existing Open Systems Interconnection (OSI) management model. Further, this work outlines the development of an intelligent system named ScanEXP based on our proposed standard and describes the most important facets, advantages, and drawbacks that were found after prototyping our proposal.ElsevierTecnología Electrónica2012info:eu-repo/semantics/articleinfo:eu-repo/semantics/submittedVersionapplication/pdfapplication/pdfhttps://hdl.handle.net/11441/76948https://doi.org/10.1016/j.eswa.2012.02.078reponame:idUS. Depósito de Investigación de la Universidad de Sevillainstname:Universidad de Sevilla (US)InglésExpert Systems with Applications, 39 (10), 9264-9274.https://www.sciencedirect.com/science/article/pii/S0957417412003223info:eu-repo/semantics/openAccessoai:idus.us.es:11441/769482026-06-17T12:51:07Z
dc.title.none.fl_str_mv A framework for development of integrated intelligent knowledge for management of telecommunication networks
title A framework for development of integrated intelligent knowledge for management of telecommunication networks
spellingShingle A framework for development of integrated intelligent knowledge for management of telecommunication networks
Martín Montes, Antonio
Intelligent agents
Expert system
GDMO
MIB
TMN
Artificial intelligence
Network management
title_short A framework for development of integrated intelligent knowledge for management of telecommunication networks
title_full A framework for development of integrated intelligent knowledge for management of telecommunication networks
title_fullStr A framework for development of integrated intelligent knowledge for management of telecommunication networks
title_full_unstemmed A framework for development of integrated intelligent knowledge for management of telecommunication networks
title_sort A framework for development of integrated intelligent knowledge for management of telecommunication networks
dc.creator.none.fl_str_mv Martín Montes, Antonio
León de Mora, Carlos
Luque Rodríguez, Joaquín
Monedero Goicoechea, Iñigo Luis
author Martín Montes, Antonio
author_facet Martín Montes, Antonio
León de Mora, Carlos
Luque Rodríguez, Joaquín
Monedero Goicoechea, Iñigo Luis
author_role author
author2 León de Mora, Carlos
Luque Rodríguez, Joaquín
Monedero Goicoechea, Iñigo Luis
author2_role author
author
author
dc.contributor.none.fl_str_mv Tecnología Electrónica
dc.subject.none.fl_str_mv Intelligent agents
Expert system
GDMO
MIB
TMN
Artificial intelligence
Network management
topic Intelligent agents
Expert system
GDMO
MIB
TMN
Artificial intelligence
Network management
description The management of modern telecommunication networks is a complex and intensive task that requires the assimilation of vast amounts of information and knowledge management. The significance of management networks is growing, and more advanced techniques are needed to support these activities. It is necessary to develop new models that offer more possibilities. In this study, we present a new approach for distributed intelligent management networks. The goal of our study is the assignment and dispersed control of proper network resources, pertaining to hardware as well as software, to help operators manage their networks more effectively and also to promote reliability in network services. We propose a new paradigm where intelligent knowledge management is integrated into the conceptual repository of management information. This article presents a technique for the design and implementation of a distributed intelligent system that is designed through the normalization of knowledge management. Our study focuses on an intelligent framework and a language for formalizing knowledge management descriptions and combining them with an existing Open Systems Interconnection (OSI) management model. Further, this work outlines the development of an intelligent system named ScanEXP based on our proposed standard and describes the most important facets, advantages, and drawbacks that were found after prototyping our proposal.
publishDate 2012
dc.date.none.fl_str_mv 2012
dc.type.none.fl_str_mv info:eu-repo/semantics/article
info:eu-repo/semantics/submittedVersion
format article
status_str submittedVersion
dc.identifier.none.fl_str_mv https://hdl.handle.net/11441/76948
https://doi.org/10.1016/j.eswa.2012.02.078
url https://hdl.handle.net/11441/76948
https://doi.org/10.1016/j.eswa.2012.02.078
dc.language.none.fl_str_mv Inglés
language_invalid_str_mv Inglés
dc.relation.none.fl_str_mv Expert Systems with Applications, 39 (10), 9264-9274.
https://www.sciencedirect.com/science/article/pii/S0957417412003223
dc.rights.none.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
application/pdf
dc.publisher.none.fl_str_mv Elsevier
publisher.none.fl_str_mv Elsevier
dc.source.none.fl_str_mv reponame:idUS. Depósito de Investigación de la Universidad de Sevilla
instname:Universidad de Sevilla (US)
instname_str Universidad de Sevilla (US)
reponame_str idUS. Depósito de Investigación de la Universidad de Sevilla
collection idUS. Depósito de Investigación de la Universidad de Sevilla
repository.name.fl_str_mv
repository.mail.fl_str_mv
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score 15.301603

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