A Survey on Application of Machine Learning Techniques in Optical Networks

@article{Musumeci2018ASO,
  title={A Survey on Application of Machine Learning Techniques in Optical Networks},
  author={Francesco Musumeci and Cristina Rottondi and Avishek Nag and Irene Macaluso and Darko Zibar and Marco Ruffini and Massimo Tornatore},
  journal={CoRR},
  year={2018},
  volume={abs/1803.07976}
}
Today’s telecommunication networks have become sources of enormous amounts of widely heterogeneous data. This information can be retrieved from network traffic traces, network alarms, signal quality indicators, users’ behavioral data, etc. Advanced mathematical tools are required to extract meaningful information from these data and take decisions pertaining to the proper functioning of the networks from the network-generated data. Among these mathematical tools, Machine Learning (ML) is… CONTINUE READING

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