| 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 |
| On deep reinforcement learning for static routing and wavelength assignment N Di Cicco, EF Mercan, O Karandin, O Ayoub, S Troia, F Musumeci, ... IEEE Journal of Selected Topics in Quantum Electronics 28 (4: Mach. Learn …, 2022 | 26 | 2022 |
| 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 |
| Quantifying resource savings from low-margin design in optical networks with probabilistic constellation shaping O Karandin, F Musumeci, O Ayoub, A Ferrari, Y Pointurier, M Tornatore 2021 European Conference on Optical Communication (ECOC), 1-4, 2021 | 18 | 2021 |
| 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 |
| If not here, there. Explaining machine learning models for fault localization in optical networks O Karandin, O Ayoub, F Musumeci, Y Hirota, Y Awaji, M Tornatore 2022 International Conference on Optical Network Design and Modeling (ONDM), 1-3, 2022 | 17 | 2022 |
| A techno-economic comparison of filterless and wavelength-switched optical metro networks O Karandin, O Ayoub, F Musumeci, M Tornatore Proceedings of International Conference of Transparent Optical Networks, 1-4, 2020 | 15 | 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 |
| Probabilistic low-margin optical-network design with multiple physical-layer parameter uncertainties O Karandin, A Ferrari, F Musumeci, Y Pointurier, M Tornatore Journal of Optical Communications and Networking 15 (7), C129-C137, 2023 | 7 | 2023 |
| Low-margin optical-network design with multiple physical-layer parameter uncertainties O Karandin, A Ferrari, F Musumeci, Y Pointurier, M Tornatore European Conference and Exhibition on Optical Communication, Mo3B. 2, 2022 | 7 | 2022 |
| ML-assisted restoration planning and upgrade with low design margins O Karandin, F Musumeci, Y Pointurier, M Tornatore 49th European Conference on Optical Communications (ECOC 2023) 2023, 1437-1440, 2023 | 1 | 2023 |
| Spectrum and Cost Savings from Beyond-100Gbaud Optical Transponders O Karandin, F Musumeci, A Ferrari, G Charlet, Y Pointurier, M Tornatore Optical Fiber Communication Conference, Th1F. 4, 2022 | 1 | 2022 |
| Service Chaining in Filterless Optical Metro-Aggregation Networks O Ayoub, M Ibrahimi, O Karandin, L Askari, F Musumeci Asia Communications and Photonics Conference, M5C. 2, 2021 | 1 | 2021 |
| Throughput Increase in Multi-Fiber Networks using Partial Lane-Change Capabilities O Karandin, F Musumeci, Y Pointurier, M Tornatore Optical Fiber Communication Conference, Th1I. 3, 2024 | | 2024 |
| Protection of Inter-ONU Connectivity in Advanced PON with Minimum Trenching Cost O Karandin, O Ayoub, D Napoletano, F Musumeci, M Tornatore 2023 International Conference on Optical Network Design and Modeling (ONDM), 1-5, 2023 | | 2023 |
| Low-margin Optical Network Design integrating network optimization and ML-Based QoT estimation O Karandin | | 2023 |
| Multipoint Overlapping Optical Networks F Boitier, M Lonardi, T Duvignacq, O Karandin, L Gifre, P Ramantanis, ... Journal of Lightwave Technology 40 (13), 4094-4100, 2022 | | 2022 |
| Cross-Layer Design to Optimize Optical Amplifier Placement in Metro Networks M Ibrahimi, O Ayoub, O Karandin, F Musumeci, A Castoldi, R Pastorelli, ... Photonics in Switching and Computing, M2C. 4, 2021 | | 2021 |
| Quality-of-transmission aware amplifier placement in filterless optical networks O Karandin Italy, 2020 | | 2020 |
Francesco MusumeciAssociate Professor, Politecnico di Milano, ItalyVerified email at polimi.it
