Sfoglia per Autore
An Inter-Modal-Coupling-Aware Heuristic Algorithm for Routing, Spectrum and Mode Assignment in Few-Mode Optical Networks
2018-01-01 Rottondi, Cristina; Tornatore, Massimo
Transceivers and Spectrum Usage Minimization in Few-Mode Optical Networks
2019-01-01 Rottondi, C. E. M.; Martelli, P.; Boffi, P.; Tornatore, M.
An Overview on Application of Machine Learning Techniques in Optical Networks
2019-01-01 Musumeci, F.; Rottondi, C.; Nag, A.; Macaluso, I.; Zibar, D.; Ruffini, M.; Tornatore, M.
Real-time Disaggregation of Residential Energy Consumption Enhanced with User Feedback
2019-01-01 Sundhu, ANOSH ARSHAD; Rottondi, Cristina; Verticale, Giacomo
Using Active Learning to Decrease Probes for QoT Estimation in Optical Networks
2019-01-01 Azzimonti, Dario; Rottondi, Cristina; Tornatore, Massimo
A Tutorial on Machine Learning for Failure Management in Optical Networks
2019-01-01 Musumeci, F.; Rottondi, C.; Corani, G.; Shahkarami, S.; Cugini, F.; Tornatore, M.
Visualizing and gamifying consumption data for resource saving: challenges, lessons learnt and a research agenda for the future
2019-01-01 Fraternali, Piero; Cellina, Francesca; HERRERA GONZALEZ, SERGIO LUIS; Melenhorst, Mark; Novak, Jasminko; Pasini, Chiara; Rottondi, CRISTINA EMMA MARGHERITA; Rizzoli, ANDREA EMILIO
An Open Privacy-Preserving and Scalable Protocol for a Network-Neutrality Compliant Caching
2019-01-01 Andreoletti, Davide; Rottondi, Cristina; Giordano, Silvia; Verticale, Giacomo; Tornatore, Massimo
Routing and Spectrum Assignment Integrating Machine-Learning-Based QoT Estimation in Elastic Optical Networks
2019-01-01 Salani, M; Rottondi, C; Tornatore, M
IEEE Access Special Section Editorial: Social Computing Applications for Smart Cities
2019-01-01 Rottondi, C.; Verticale, G.; Fraternali, P.; Novak, J.; Pelechrinis, K.; Hidasi, B.; Vaca Ruiz, C. K.
A Privacy-Preserving Protocol for Network-Neutral Caching in ISP Networks
2019-01-01 Andreoletti, Davide; Ayoub, Omran; Rottondi, Cristina; Giordano, Silvia; Verticale, Giacomo; Tornatore, Massimo
Crosstalk-aware core and spectrum assignment in a multicore optical link with flexible grid
2019-01-01 Rottondi, Cristina; Martelli, Paolo; Boffi, Pierpaolo; Barletta, Luca; Tornatore, Massimo
Reducing probes for quality of transmission estimation in optical networks with active learning
2020-01-01 Azzimonti, D.; Rottondi, C.; Tornatore, M.
A deep learning approach for low-latency packet loss concealment of audio signals in networked music performance applications
2020-01-01 Verma, Prateek; Mezza, ALESSANDRO ILIC; Chafe, Chris; Rottondi, Cristina
Machine Learning Regression vs. Classification for QoT Estimation of Unestablished Lightpaths
2020-01-01 Ibrahimi, Memedhe; Abdollahi, Hatef; Giusti, Alessandro; Rottondi, Cristina; Tornatore, Massimo
Comparison of domain adaptation and active learning techniques for quality of transmission estimation with small-sized training datasets [Invited]
2021-01-01 Azzimonti, D.; Rottondi, C.; Giusti, A.; Tornatore, M.; Bianco, A.
Machine learning regression for QoT estimation of unestablished lightpaths
2021-01-01 Ibrahimi, Memedhe; Abdollahi, Hatef; Rottondi, Cristina; Giusti, Alessandro; Ferrari, Alessio; Curri, Vittorio; Tornatore, Massimo
Calibrated Probabilistic QoT Regression for Unestablished Lightpaths in Optical Networks
2022-01-01 Di Cicco, Nicola; Ibrahimi, Mëmëdhe; Rottondi, Cristina; Tornatore, Massimo
Towards explainable artificial intelligence in optical networks: the use case of lightpath QoT estimation
2023-01-01 Ayoub, Omran; Troia, Sebastian; Andreoletti, Davide; Bianco, Andrea; Tornatore, Massimo; Giordano, GIULIA SILVIA; Rottondi, CRISTINA EMMA MARGHERITA
Dual-Stage Planning for Elastic Optical Networks Integrating Machine-Learning-Assisted QoT Estimation
2023-01-01 Salani, Matteo; Rottondi, Cristina; Ceré, Leopoldo; Tornatore, Massimo
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