| 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 | 21 | 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 | 6 | 2022 |
| 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 | 5 | 2023 |
| 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 | 5 | 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 | 4 | 2022 |
| 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 | 2 | 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 | 1 | 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 | 1 | 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 | 1 | 2023 |
| 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 | 1 | 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, 2023 | 1 | 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 | 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 |
| Throughput maximization in (C+ L+ S) networks with incremental deployment of HFAs and 3Rs GS Sticca, M Ibrahimi, N Di Cicco, F Musumeci, M Tornatore 49th European Conference on Optical Communications (ECOC 2023) 2023, 1465-1468, 2023 | | 2023 |
| 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 | | 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 | | 2023 |
| A Reinforcement Learning-based Dynamic Bandwidth Allocation for XGS-PON Networks AMOHDS Quran, S Troia, O Ayoub, N Di Cicco, M Tornatore 26th International Conference on Optical Network Design and Modeling, 1-3, 2022 | | 2022 |
| A Study on Line-of-Sight Prediction in Urban Manhattan-Like Environments Using an Optimized Machine Learning Algorithm S Del Prete, N Di Cicco, MH Zadeh, F Fuschini, M Barbiroli, ... | | |
Massimo TornatoreProfessor of Communication Networks and Internet, Politecnico di MilanoVerified email at polimi.it
