Observatorio de I+D+i UPM

Memorias de investigación
Proyecto de I+D+i:
CogNet : Building an Intelligent System of Insights and Action for 5G Network Management
Áreas de investigación
  • Ciencias de la computación y tecnología informática
5G will realise a true Internet of Things, a network capable of supporting potentially trillions of wireless connected devices and with overall bandwidth one thousand times higher that today?s wireless networks. Current 4G technology is approaching the limits of what is possible with this generation of radio technology and to address this, one of the key requirements of 5G will be to create a network that is highly optimised to make maximum use of available radio spectrum and bandwidth for QoS, and because of the network size and number of devices connected, it will be necessary for it to largely manage itself and deal with organisation, configuration, security, and optimisation issues. Virtualisation will also play an important role as the network will need to provision itself dynamically to meet changing demands for resources and Network Function Virtualisation (NFV), the virtualising of network nodes functions and links, will be the key technology for this. We believe that Autonomic Network Management based on Machine Learning will be a key technology enabling an (almost) self administering and self managing network. Network software will be capable of forecasting resource demand requirements through usage prediction, recognising error conditions, security conditions, outlier events such as fraud, and responding and taking corrective actions. Energy efficiency will also be a key requirement with the possibility to reconfigure the NFV to for example avail of cheaper or greener energy when it is available and suitable. Again this is directly related to usage prediction both at a macro level, across an entire network, and at a micro level within specific cells. The Cognet proposal will focus on applying Machine Learning research to these domains to enable the level of Network Management technology required to fulfil the 5G vision.
Tipo de proyecto
Proyectos y convenios en convocatorias públicas competitivas
Entidad financiadora
European Commission under H2020 5G PPP
Nacionalidad Entidad
Tamaño de la entidad
Gran Empresa (>250)
Fecha concesión
Esta actividad pertenece a memorias de investigación
  • Director: Bonifacio Alberto Mozo Velasco (UPM)
  • Participante: Sandra Maria Gomez Canaval (UPM)
  • Participante: Bruno Ordozgoiti Rubio (UPM)
  • Participante: Inv 3 Inv 3 (Telefonica I+D)
  • Participante: Inv 4 Inv 4 (Vicomtech-IK)
  • Participante: Inv 5 Inv 5 (Vicomtech-IK)
  • Participante: Inv 6 Inv 6 (IBM)
  • Participante: Inv 7 Inv 7 (IBM)
  • Participante: Inv 8 Inv 8 (Fraunhofer FOKUS)
  • Participante: Inv 8 Inv 9 (Fraunhofer FOKUS)
  • Participante: Inv 9 Inv 9 (Technische Universität Berlin)
  • Participante: Inv 10 Inv 10 (Technische Universität Berlin)
  • Participante: Inv 11 Inv 11 (Alcatel-Lucent Israel)
  • Participante: Inv 12 Inv 12 (Alcatel-Lucent Israel)
  • Participante: Inv 1+1 Inv 12+1 (Universita¿ di Trento)
  • Participante: Inv 14 Inv 14 (Interoute)
  • Participante: Inv 15 Inv 15 (Interoute)
  • Participante: Inv 16 Inv 16 (Fraunhofer FOKUS)
  • Participante: Inv 17 17 (Waterford Institute of Technology¿s Telecommunications Software and Systems Group (TSSG))
  • Participante: Inv 18 Inv 18 (Technische Universität Berlin)
  • Participante: Inv 29 19 (Universita¿ di Trento)
  • Participante: Inv 20 Inv 20 (Fraunhofer FOKUS)
Grupos de investigación, Departamentos, Centros e Institutos de I+D+i relacionados
  • Creador: Departamento: Sistemas Informáticos
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