| Machine learning regression for QoT estimation of unestablished lightpaths M Ibrahimi, H Abdollahi, C Rottondi, A Giusti, A Ferrari, V Curri, ... Journal of Optical Communications and Networking 13 (4), B92-B101, 2021 | 63 | 2021 |
| Tutorial on filterless optical networks O Ayoub, O Karandin, M Ibrahimi, A Castoldi, F Musumeci, M Tornatore Journal of Optical Communications and Networking 14 (3), 1-15, 2021 | 30 | 2021 |
| QoT-aware optical amplifier placement in filterless metro networks M Ibrahimi, O Ayoub, O Karandin, F Musumeci, A Castoldi, R Pastorelli, ... IEEE Communications Letters 25 (3), 931-935, 2020 | 26 | 2020 |
| Minimum-cost optical amplifier placement in metro networks M Ibrahimi, O Ayoub, F Musumeci, O Karandin, A Castoldi, R Pastorelli, ... Journal of Lightwave Technology 38 (12), 3221-3228, 2020 | 18 | 2020 |
| Optical metro network design with low cost of equipment O Karandin, O Ayoub, M Ibrahimi, F Musumeci, A Castoldi, R Pastorelli, ... 2021 international conference on optical network design and modeling (ONDM), 1-4, 2021 | 10 | 2021 |
| Machine learning regression vs. classification for QoT estimation of unestablished lightpaths M Ibrahimi, H Abdollahi, A Giusti, C Rottondi, M Tornatore Photonic Networks and Devices, NeM3B. 1, 2020 | 10 | 2020 |
| Strategies for dedicated path protection in filterless optical networks M Ibrahimi, O Ayoub, F Albanese, F Musumeci, M Tornatore 2021 IEEE Global Communications Conference (GLOBECOM), 01-06, 2021 | 9 | 2021 |
| Calibrated probabilistic qot regression for unestablished lightpaths in optical networks N Di Cicco, M Ibrahimi, C Rottondi, M Tornatore 2022 international Balkan conference on communications and networking …, 2022 | 8 | 2022 |
| Machine Learning methods for Quality-of-Transmission estimation M Ibrahimi, C Rottondi, M Tornatore Machine Learning for Future Fiber-Optic Communication Systems, 189-224, 2022 | 8 | 2022 |
| Minimizing equipment and energy cost in mixed 10G and 100G/200G filterless horseshoe networks with hierarchical OTN boards M Ibrahimi, O Ayoub, A Attarpour, F Musumeci, A Castoldi, M Ragni, ... Annals of Telecommunications 78 (5), 297-311, 2023 | 7 | 2023 |
| Minimizing cost of hierarchical OTN traffic grooming boards in mesh networks A Attarpour, M Ibrahimi, F Musumeci, A Castoldi, M Ragni, M Tornatore GLOBECOM 2022-2022 IEEE Global Communications Conference, 3700-3705, 2022 | 6 | 2022 |
| Digital-twin-assisted meta learning for soft-failure localization in ROADM-based optical networks R Wang, J Zhang, Z Gu, M Ibrahimi, B Zhang, F Musumeci, M Tornatore, ... Journal of Optical Communications and Networking 16 (7), C11-C19, 2024 | 4 | 2024 |
| Uncertainty-Aware QoT forecasting in optical networks with bayesian recurrent neural networks N Di Cicco, J Talpini, M Ibrahimi, M Savi, M Tornatore ICC 2023-IEEE International Conference on Communications, 441-446, 2023 | 4 | 2023 |
| Selective hybrid EDFA/Raman amplifier placement to avoid lightpath degradation in (C+ L) networks M Ibrahimi, GS Sticca, F Musumeci, A Castoldi, R Pastorelli, M Tornatore European Conference and Exhibition on Optical Communication, We1B. 3, 2022 | 4 | 2022 |
| Resource-efficient protection scheme for optical service units in fifth-generation fixed networks Z Li, Y Zhao, W Wang, M Ibrahimi, M Tornatore, J Zhang Journal of Optical Communications and Networking 15 (7), 466-479, 2023 | 3 | 2023 |
| DeepLS: Local search for network optimization based on lightweight deep reinforcement learning N Di Cicco, M Ibrahimi, S Troia, M Tornatore IEEE Transactions on Network and Service Management 21 (1), 108-119, 2023 | 3 | 2023 |
| Routing and spectrum allocation with amplifier placement in elastic metro-aggregation networks O Ayoub, M Ibrahimi, F Musumeci, A Castoldi, R Pastorelli, M Tornatore 45th European Conference on Optical Communication (ECOC 2019), 1-4, 2019 | 3 | 2019 |
| Selective hybrid EDFA/Raman amplifier placement to mitigate lightpath degradation in (C+ L) networks G Sticca, M Ibrahimi, F Musumeci, N Di Cicco, A Castoldi, R Pastorelli, ... Journal of Optical Communications and Networking 15 (8), C232-C241, 2023 | 2 | 2023 |
| Network for AI: Communication-Efficient Federated Learning with MST-based Scheduling and Multi-Aggregation over Optical Networks R Wang, J Zhang, M Ibrahimi, Z Gu, Y Xiao, F Musumeci, M Tornatore, ... 2024 Optical Fiber Communications Conference and Exhibition (OFC), 1-3, 2024 | 1 | 2024 |
| Hollow-Core-Fiber Placement in Latency-Constrained Metro Networks with edgeDCs GS Sticca, M Ibrahimi, N Di Cicco, F Musumeci, M Tornatore 2024 Optical Fiber Communications Conference and Exhibition (OFC), 1-3, 2024 | 1 | 2024 |
Massimo TornatoreProfessor of Communication Networks and Internet, Politecnico di MilanoVerified email at polimi.it
