Jelena Pesic
According to our database1,
Jelena Pesic
authored at least 30 papers
between 2012 and 2023.
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Bibliography
2023
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2023
2022
Proceedings of the International Conference on Optical Network Design and Modeling, 2022
2021
Associating machine-learning and analytical models for quality of transmission estimation: combining the best of both worlds.
JOCN, 2021
Introduction to the JOCN Special Issue on Machine Learning Applied to QoT Estimation in Optical Networks.
JOCN, 2021
Machine learning for quality of transmission: a picture of the benefits fairness when planning WDM networks.
JOCN, 2021
Missing Pieces Currently Preventing Effective Application of Machine Learning to QoT Estimation in the Field.
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2021
2020
Simple self-optimization of WDM networks based on probabilistic constellation shaping [Invited].
JOCN, 2020
Accurate QoT Estimation by Means of a Reduction of EDFA Characteristics Uncertainties with Machine Learning.
Proceedings of the 2020 International Conference on Optical Network Design and Modeling, 2020
How Uncertainty on the Fiber Span Lengths Influences QoT Estimation using Machine Learning in WDM Networks.
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2020
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2020
Transfer Learning from Unbiased Training Data Sets for QoT Estimation in WDM Networks.
Proceedings of the European Conference on Optical Communications, 2020
2019
Benefit of ageing of margins in WDM elastic networks when accounting for regeneration.
Proceedings of the 2019 24th OptoElectronics and Communications Conference (OECC) and 2019 International Conference on Photonics in Switching and Computing (PSC), 2019
Proceedings of the 2019 24th OptoElectronics and Communications Conference (OECC) and 2019 International Conference on Photonics in Switching and Computing (PSC), 2019
Proactive Fiber Break Detection Based on Quaternion Time Series and Automatic Variable Selection from Relational Data.
Proceedings of the Advanced Analytics and Learning on Temporal Data, 2019
2018
Learning Process for Reducing Uncertainties on Network Parameters and Design Margins.
JOCN, 2018
Benefit of Progressive Deployment of Regenerators Along with Traffic Growth in WDM Elastic Networks.
Proceedings of the Optical Fiber Communications Conference and Exposition, 2018
Fiber Type Dependent Benefits When Deploying Up-to-300Gb/s Elastic Transponders Adapting to Ageing of Margins.
Proceedings of the Optical Fiber Communications Conference and Exposition, 2018
Proceedings of the European Conference on Optical Communication, 2018
Proceedings of the European Conference on Optical Communication, 2018
Seamless Optical Path Restoration with Just-in-Time Resource Allocation Leveraging Machine Learning.
Proceedings of the European Conference on Optical Communication, 2018
2017
Learning process for reducing uncertainties on network parameters and design margins.
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2017
Do elastic transponders with granularity finer than 50 Gb/s make gradual fit of modulation to ageing more profitable?
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2017
Proceedings of the European Conference on Optical Communication, 2017
2016
Faster return of investment in WDM networks when elastic transponders dynamically fit ageing of link margins.
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2016
2015
Proceedings of the 17th International Conference on Transparent Optical Networks, 2015
Proceedings of the 17th International Conference on Transparent Optical Networks, 2015
Proceedings of the 17th International Conference on Transparent Optical Networks, 2015
2014
Proceedings of the 18th International Conference on Optical Network Design and Modeling, 2014
2012
Study of the mechanisms associated with the preventive network restoration in fiber optic core networks. (Etudes des mécanismes réseaux associés à la restauration préventive dans le réseau coeur à fibres optiques).
PhD thesis, 2012
Proceedings of the IEEE INFOCOM 2012, Orlando, FL, USA, March 25-30, 2012, 2012