| Learning process for reducing uncertainties on network parameters and design margins E Seve, J Pesic, C Delezoide, S Bigo, Y Pointurier Journal of Optical Communications and Networking 10 (2), A298-A306, 2018 | 151 | 2018 |
| Proactive fiber damage detection in real-time coherent receiver F Boitier, V Lemaire, J Pesic, L Chavarría, P Layec, S Bigo, E Dutisseuil 2017 European Conference on Optical Communication (ECOC), 1-3, 2017 | 73 | 2017 |
| ORCHESTRA-Optical performance monitoring enabling flexible networking K Christodoulopoulos, P Kokkinos, A Di Giglio, A Pagano, N Argyris, ... 2015 17th International Conference on Transparent Optical Networks (ICTON), 1-4, 2015 | 65 | 2015 |
| Faster return of investment in WDM networks when elastic transponders dynamically fit ageing of link margins J Pesic, T Zami, P Ramantanis, S Bigo 2016 Optical Fiber Communications Conference and Exhibition (OFC), 1-3, 2016 | 37 | 2016 |
| Associating machine-learning and analytical models for quality of transmission estimation: combining the best of both worlds E Seve, J Pesic, Y Pointurier Journal of Optical Communications and Networking 13 (6), C21-C30, 2021 | 35 | 2021 |
| How uncertainty on the fiber span lengths influences QoT estimation using machine learning in WDM networks J Pesic, M Lonardi, N Rossi, T Zami, E Seve, Y Pointurier Optical Fiber Communication Conference, Th3D. 5, 2020 | 30 | 2020 |
| Simple self-optimization of WDM networks based on probabilistic constellation shaping T Zami, B Lavigne, IF de Jauregui Ruiz, M Bertolini, YHC Kao, OB Pardo, ... Journal of Optical Communications and Networking 12 (1), A82-A94, 2019 | 30 | 2019 |
| Automated fiber type identification in SDN-enabled optical networks E Seve, J Pesic, C Delezoide, A Giorgetti, A Sgambelluri, N Sambo, ... Journal of Lightwave Technology 37 (7), 1724-1731, 2019 | 26 | 2019 |
| POPI: A Passive Optical Pod Interconnect for high performance data centers RM Indre, J Pesic, J Roberts 2014 International conference on optical network design and modeling, 84-89, 2014 | 25 | 2014 |
| Accurate QoT estimation by means of a reduction of EDFA characteristics uncertainties with machine learning E Seve, J Pesic, Y Pointurier 2020 International Conference on Optical Network Design and Modeling (ONDM), 1-3, 2020 | 20 | 2020 |
| Optical nonlinearity monitoring and launch power optimization by artificial neural networks M Lonardi, J Pesic, P Jennevé, P Ramantanis, N Rossi, A Ghazisaeidi, ... Journal of Lightwave Technology 38 (9), 2637-2645, 2020 | 20 | 2020 |
| Proactive restoration of optical links based on the classification of events J Pesic, E Le Rouzic, N Brochier, L Dupont 15th International Conference on Optical Network Design and Modeling-ONDM …, 2011 | 20 | 2011 |
| The perks of using machine learning for QoT estimation with uncertain network parameters M Lonardi, J Pesic, T Zami, N Rossi Photonic Networks and Devices, NeM3B. 2, 2020 | 19 | 2020 |
| Machine learning for quality of transmission: a picture of the benefits fairness when planning WDM networks M Lonardi, J Pesic, T Zami, E Seve, N Rossi Journal of Optical Communications and Networking 13 (12), 331-346, 2021 | 13 | 2021 |
| Transfer learning from unbiased training data sets for QoT estimation in WDM networks J Pesic, M Lonardi, E Seve, N Rossi, T Zami 2020 European Conference on Optical Communications (ECOC), 1-4, 2020 | 13 | 2020 |
| Do elastic transponders with granularity finer than 50 Gb/s make gradual fit of modulation to ageing more profitable? J Pesic, T Zami, N Rossi, S Bigo Optical Fiber Communication Conference, W1I. 4, 2017 | 12 | 2017 |
| Impact of margins evolution along ageing in elastic optical networks J Pesic, N Rossi, T Zami Journal of Lightwave Technology 37 (16), 4081-4089, 2019 | 11 | 2019 |
| Seamless optical path restoration with just-in-time resource allocation leveraging machine learning F Boitier, J Pesic, V Lemaire, E Dutisseuil, JME Tolosa, P Jennevé, ... 2018 European Conference on Optical Communication (ECOC), 1-3, 2018 | 11 | 2018 |
| Benefit of progressive deployment of regenerators along with traffic growth in WDM elastic networks T Zami, A Morea, J Pesic 2018 Optical Fiber Communications Conference and Exposition (OFC), 1-3, 2018 | 11 | 2018 |
| Efficient classification of polarization events based on field measurements K Guan, JE Simsarian, F Boitier, D Kilper, J Pesic, M Sherman Optical Fiber Communication Conference, Th3D. 7, 2020 | 10 | 2020 |
