Now showing items 1-5 of 5

    • Distributed and centralized options for self-learning 

      Tabatabaeimehr, Fatemehsadat; Ruiz Ramírez, Marc; Velasco Esteban, Luis Domingo (2019)
      Conference report
      Open Access
      In general, the availability of enough real data from real fog computing scenarios to produce accurate Machine Learning (ML) models is rarely ensured since new equipment, techniques, etc., are continuously ...
    • Knowledge management in optical networks 

      Velasco Esteban, Luis Domingo; Tabatabaeimehr, Fatemehsadat; Ruiz Ramírez, Marc (Institute of Electrical and Electronics Engineers (IEEE), 2020)
      Conference report
      Open Access
      Autonomous network operation realized by means of control loops, where prediction from machine learning (ML) models is used as input to proactively reconfigure individual optical devices or the whole optical network, has ...
    • Knowledge management in optical networks: architecture, methods, and use cases [Invited] 

      Ruiz Ramírez, Marc; Tabatabaeimehr, Fatemehsadat; Velasco Esteban, Luis Domingo (Institute of Electrical and Electronics Engineers (IEEE), 2020-01-01)
      Article
      Open Access
      Autonomous network operation realized by means of control loops, where prediction from machine learning (ML) models is used as input to proactively reconfigure individual optical devices or the whole optical network, has ...
    • Modeling and assessing connectivity services performance in a sandbox domain 

      Ruiz Ramírez, Marc; Ruiz Noguera, Mario; Tabatabaeimehr, Fatemehsadat; Gifré Renom, Lluís; López-Buedo, Sergio; López de Vergara Méndez, Jorge E.; González de Dios, Oscar; Velasco Esteban, Luis Domingo (Institute of Electrical and Electronics Engineers (IEEE), 2020-06-15)
      Article
      Open Access
      The automation of Network Services (NS) consisting of virtual functions connected through a multilayer packet-over-optical network requires predictable Quality of Service (QoS) performance, measured in terms of throughput ...
    • Supporting beyond 5G applications by coordinating AI-based intent operation: an example for multilayer metro networks 

      Tabatabaeimehr, Fatemehsadat; Ruiz Ramírez, Marc; Velasco Esteban, Luis Domingo (Institute of Electrical and Electronics Engineers (IEEE), 2020)
      Conference report
      Open Access
      Intent-based Networking (IBN) promises facilitating autonomous decision-making for service assurance. In this paper, we extend IBN by coordinating AI-based intents targeting at supporting beyond 5G services, like immersive ...