| 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 | 27 | 2022 |
| Explainable Artificial Intelligence in communication networks: A use case for failure identification in microwave networks O Ayoub, N Di Cicco, F Ezzeddine, F Bruschetta, R Rubino, M Nardecchia, ... Computer Networks 219, 109466, 2022 | 10 | 2022 |
| Optimization over time of reliable 5G-RAN with network function migrations N Di Cicco, F Tonini, V Cacchiani, C Raffaelli Computer Networks 215, 109216, 2022 | 8 | 2022 |
| 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 |
| DRL-FORCH: A Scalable Deep Reinforcement Learning-based Fog Computing Orchestrator N Di Cicco, GF Pittalà, G Davoli, D Borsatti, W Cerroni, C Raffaelli, ... 2023 IEEE 9th International Conference on Network Softwarization (NetSoft …, 2023 | 7 | 2023 |
| Machine learning-based line-of-sight prediction in urban manhattan-like environments N Di Cicco, S Del Prete, S Kodra, M Barbiroli, F Fuschini, EM Vitucci, ... 2023 17th European Conference on Antennas and Propagation (EuCAP), 1-5, 2023 | 6 | 2023 |
| 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 |
| White Paper on Radio Channel Modeling and Prediction to Support Future Environment-aware Wireless Communication Systems M Boban, V Degli-Esposti arXiv preprint arXiv:2309.17088, 2023 | 3 | 2023 |
| Poster: Continual Network Learning N Di Cicco, A Al Sadi, C Grasselli, A Melis, G Antichi, M Tornatore Proceedings of the ACM SIGCOMM 2023 Conference, 1096-1098, 2023 | 3 | 2023 |
| Vehicle-to-Everything (V2X) Datasets for Machine Learning-Based Predictive Quality of Service M Skocaj, N Di Cicco, T Zugno, M Boban, J Blumenstein, A Prokes, ... IEEE Communications Magazine 61 (9), 106-112, 2023 | 3 | 2023 |
| Multi-Band Measurements for Deep Learning-Based Dynamic Channel Prediction and Simulation F Pasic, N Di Cicco, M Skocaj, M Tornatore, S Schwarz, ... IEEE Communications Magazine 61 (9), 98-104, 2023 | 3 | 2023 |
| 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 | 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 |
| A Reinforcement Learning-based Dynamic Bandwidth Allocation for XGS-PON Networks A Quran, S Troia, O Ayoub, N Di Cicco, M Tornatore 26th International Conference on Optical Network Design and Modeling, 1-3, 2022 | 3 | 2022 |
| 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 | 2 | 2024 |
| Open Implementation of a Large Language Model Pipeline for Automated Configuration of Software-Defined Optical Networks N Di Cicco, M Ibrahimi, S Troia, F Musumeci, M Tornatore 50th European Conference on Optical Communication (ECOC), 2024 | 1 | 2024 |
| Minimizing the cost of hierarchical optical transport network traffic grooming boards in metro networks A Attarpour, M Ibrahimi, N Di Cicco, F Musumeci, A Castoldi, M Ragni, ... Journal of Optical Communications and Networking 15 (10), E18-E28, 2023 | 1 | 2023 |
| Scalable multi-objective optimization of reliable latency-constrained optical transport networks N Di Cicco, V Cacchiani, C Raffaelli 2021 17th International Conference on the Design of Reliable Communication …, 2021 | 1 | 2021 |
| Towards Generative Ray Path Sampling for Faster Point-to-Point Ray Tracing J Eertmans, N Di Cicco, C Oestges, L Jacques, EM Vittuci, V Degli-Esposti arXiv preprint arXiv:2410.23773, 2024 | | 2024 |
| ASAP Hardware Failure-Cause Identification in Microwave Networks using Venn-Abers Predictors N Di Cicco, M Ibrahimi, O Ayoub, F Bruschetta, M Milano, C Passera, ... IEEE Transactions on Network and Service Management, 2024 | | 2024 |
Massimo TornatoreProfessor of Communication Networks and Internet, Politecnico di MilanoEmail verificata su polimi.it