Publication: Adquisición de conocimiento para la gestión autónoma de redes en arquitecturas auto-organizadas emergentes
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2019-06-27
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Universidad Complutense de Madrid
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Abstract
Los escenarios de red emergentes estan caracterizados por el acceso intensivo a una amplia gama de servicios y aplicaciones que han incrementado las exigencias de las redes de comunicacion. Los modelos de gestion de red tradicionales se han caracterizado a su vez por una alta dependencia del factor humano para llevar a cabo tareas de configuracion y mantenimiento de la red. Esta situacion se ha hecho menos sostenible en las redes moviles no solo por los costes operacionales y de inversion de capital asociados, sino tambien por la complejidad que estas han adquirido ante la inmersion exponencial de dispositivos moviles. Tales aspectos han motivado el surgimiento de la quinta generacion de redes moviles, caracterizadas por indicadores de desempeño ambiciosos que deben cumplirse para satisfacer los niveles de servicio acordados...
Emerging network scenarios are characterized by intensive access to a wide range of services and applications that have increased the demands of communication networks. The traditional network management models have been characterized by a high dependence on the human factor to carry out network configuration and maintenance tasks. This situation has become less sustainable in mobile networks not only due to the associated operational (COPEX) and capital investment costs (CAPEX), but also due to the complexity they have acquired when facing the exponential immersion of mobile devices. These aspects have led to the emergence of the fifth generation of mobile networks, characterized by ambitious performance indicators that must be fulfilled to meet the agreed service levels...
Emerging network scenarios are characterized by intensive access to a wide range of services and applications that have increased the demands of communication networks. The traditional network management models have been characterized by a high dependence on the human factor to carry out network configuration and maintenance tasks. This situation has become less sustainable in mobile networks not only due to the associated operational (COPEX) and capital investment costs (CAPEX), but also due to the complexity they have acquired when facing the exponential immersion of mobile devices. These aspects have led to the emergence of the fifth generation of mobile networks, characterized by ambitious performance indicators that must be fulfilled to meet the agreed service levels...
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Tesis inédita de la Universidad Complutense de Madrid, Facultad de Informática, Departamento de Ingeniería del Software e Inteligencia Artificial, leída el 19/12/2018