Bayesian Optimization-Based Algorithm to Improve the Quality of Transmission Estimation

Machine Learning Assisted Quality of Transmission Estimation and Planning with Reduced Margins

Optical Network Design and Modeling - Lecture Notes in Computer Science ◽

10.1007/978-3-030-38085-4_19 ◽

2020 ◽

pp. 211-222

Author(s):

Konstantinos Christodoulopoulos ◽

Ippokratis Sartzetakis ◽

Polizois Soumplis ◽

Emmanouel Varvarigos

Keyword(s):

Machine Learning ◽

Quality Of Transmission ◽

Quality of Transmission Estimation for Multi-User Free Space Optical Communication Using Supervised Machine Learning

10.1109/ccaaw50069.2021.9527304 ◽

2021 ◽

Author(s):

Federica Aveta ◽

Amal Algedir ◽

Hazem Refai

Keyword(s):

Machine Learning ◽

Optical Communication ◽

Free Space ◽

Supervised Machine Learning ◽

Free Space Optical Communication ◽

Free Space Optical ◽

Space Optical Communication ◽

Quality Of Transmission ◽

Quality of Transmission Estimation and Short-Term Performance Forecast of Lightpaths

Journal of Lightwave Technology ◽

10.1109/jlt.2020.2975179 ◽

2020 ◽

Vol 38 (10) ◽

pp. 2807-2814 ◽

Cited By ~ 2

Author(s):

Sandra Aladin ◽

Anh Vu Stephan Tran ◽

Stephanie Allogba ◽

Christine Tremblay

Keyword(s):

Short Term ◽

Quality Of Transmission ◽

Term Performance ◽

Comparison of domain adaptation and active learning techniques for quality of transmission estimation with small-sized training datasets [Invited]

10.1364/jocn.401918 ◽

2020 ◽

Vol 13 (1) ◽

pp. A56

Author(s):

Dario Azzimonti ◽

Cristina Rottondi ◽

Alessandro Giusti ◽

Massimo Tornatore ◽

Andrea Bianco

Keyword(s):

Active Learning ◽

Domain Adaptation ◽

Learning Techniques ◽

Quality Of Transmission ◽

Reducing probes for quality of transmission estimation in optical networks with active learning

10.1364/jocn.12.000a38 ◽

2019 ◽

Vol 12 (1) ◽

pp. A38 ◽

Cited By ~ 6

Author(s):

Dario Azzimonti ◽

Cristina Rottondi ◽

Massimo Tornatore

Keyword(s):

Active Learning ◽

Optical Networks ◽

Quality Of Transmission ◽

Lightpath establishment in PCE-based dynamic transparent optical networks assisted by end-to-end quality of transmission estimation

2009 11th International Conference on Transparent Optical Networks ◽

10.1109/icton.2009.5185034 ◽

2009 ◽

Cited By ~ 1

Author(s):

Nicola Sambo ◽

Yvan Pointurier ◽

Filippo Cugini ◽

Piero Castoldi ◽

Ioannis Tomkos

Keyword(s):

Optical Networks ◽

Transparent Optical Networks ◽

End To End ◽

Quality Of Transmission ◽

Machine Learning Techniques for Quality of Transmission Estimation in Optical Networks

10.1364/jocn.417434 ◽

2021 ◽

Author(s):

Yvan Pointurier

Keyword(s):

Machine Learning ◽

Optical Networks ◽

Machine Learning Techniques ◽

Learning Techniques ◽

Quality Of Transmission ◽

Quality of Transmission Estimation for Planning of Disaggregated Optical Networks

2020 International Conference on Optical Network Design and Modeling (ONDM) ◽

10.23919/ondm48393.2020.9133012 ◽

2020 ◽

Author(s):

Andrea D'Amico ◽

Elliot London ◽

Emanuele Virgillito ◽

Antonio Napoli ◽

Vittorio Curri

Keyword(s):

Optical Networks ◽

Quality Of Transmission ◽

Accurate Quality of Transmission Estimation With Machine Learning

10.1364/jocn.11.000140 ◽

2019 ◽

Vol 11 (3) ◽

pp. 140 ◽

Cited By ~ 21

Author(s):

Ippokratis Sartzetakis ◽

Konstantinos (Kostas) Christodoulopoulos ◽

Emmanouel (Manos) Varvarigos

Keyword(s):

Machine Learning ◽

Quality Of Transmission ◽

Lightpath establishment in distributed GMPLS-controlled dynamic transparent optical networks using quality of transmission estimation

2010 12th International Conference on Transparent Optical Networks ◽

10.1109/icton.2010.5549326 ◽

2010 ◽

Author(s):

N. Sambo ◽

Y. Pointurier ◽

P. Castoldi ◽

I. Tomkos

Keyword(s):

Optical Networks ◽

Transparent Optical Networks ◽

Quality Of Transmission ◽