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Monitoring and data analytics for optical networking: benefits, architectures, and use cases

Author
Velasco, L.; Chiadò, A.; Lord, A.; Napoli, A.; Layec, P.; Rafique, D.; D'Errico, A.; King, D.; Cugini, F.; Casellas Regi, Ramon
Type of activity
Journal article
Journal
IEEE network
Date of publication
2019-07-24
Volume
33
Number
6
First page
100
Last page
108
DOI
10.1109/MNET.2019.1800341
Project funding
CogniTive 5G application-aware optical metro netWorks Integrating moNitoring, data analyticS and optimization
METRO High bandwidth, 5G Application-aware optical network, with edge storage, compUte and low Latency
URL
https://ieeexplore.ieee.org/document/8770528 Open in new window
Abstract
Operators' network management continuously measures network health by collecting data from the deployed network devices; data is used mainly for performance reporting and diagnosing network problems after failures, as well as by human capacity planners to predict future traffic growth. Typically, these network management tools are generally reactive and require significant human effort and skills to operate effectively. As optical networks evolve to fulfil highly flexible connectivity and dynami...
Keywords
Adaptive optics, Data models, Monitoring, Optical fiber networks, Optical fibers, Optical sensors, Optical signal processing
Group of research
CCABA - Advanced Broadband Communications Center
GCO - Optical Communications Group

Participants

  • Velasco Esteban, Luis  (author)
  • Chiadò Piat, Anna  (author)
  • Lord, Andrew  (author)
  • Napoli, Antonio  (author)
  • Layec, Patricia  (author)
  • Rafique, Danish  (author)
  • D'Errico, Alessio  (author)
  • King, Daniel  (author)
  • Cugini, Filippo  (author)
  • Casellas Regi, Ramon  (author)