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Nicola Di Cicco
Nicola Di Cicco
Ph.D. Student
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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
242022
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
72022
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
62022
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
52023
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
52022
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
32023
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
22023
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
22023
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
22023
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
12023
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
12023
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
12023
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
12022
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
12021
Machine Learning for Failure Management in Microwave Networks: A Data-Centric Approach
N Di Cicco, M Ibrahimi, F Musumeci, F Bruschetta, M Milano, C Passera, ...
IEEE Transactions on Network and Service Management, 2024
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
2024
Efficient microservice deployment in Kubernetes multi-clusters through reinforcement learning
JP Pereira dos Santos, M Zaccarini, F Poltronieri, M Tortonesi, ...
NOMS2024, the IEEE/IFIP Network Operations and Management Symposium, 2024
2024
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
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