Francesco Musumeci
Politecnico di Milano
H-index: 27
Europe-Italy
Top articles of Francesco Musumeci
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Digital-twin-assisted meta learning for soft-failure localization in ROADM-based optical networks | Journal of Optical Communications and Networking | Ruikun Wang Jiawei Zhang Zhiqun Gu Memedhe Ibrahimi Bojun Zhang | 2024/7/1 |
Machine-Learning-Assisted Failure Prediction in Microwave Networks based on Equipment Alarms | Francesco Lateano Omran Ayoub Francesco Musumeci Massimo Tornatore | 2023/4/17 | |
Probabilistic low-margin optical-network design with multiple physical-layer parameter uncertainties | Journal of Optical Communications and Networking | Oleg Karandin Alessio Ferrari Francesco Musumeci Yvan Pointurier Massimo Tornatore | 2023/7/1 |
Adaptive Entanglement Routing for Quantum Networks with Cutoff | Jiaheng Xiong Qiaolun Zhang Alberto Gatto Francesco Musumeci Raouf Boutaba | 2023/10/30 | |
Machine Learning for future optical network automation | CNIT TECHNICAL REPORT.. | C Rottondi F Musumeci R Proietti S Troia A D'Amico | 2023 |
Routing, channel, key-rate and time-slot assignment for QKD in optical networks | IEEE Transactions on Network and Service Management | Qiaolun Zhang Omran Ayoub Alberto Gatto Jun Wu Francesco Musumeci | 2023/6/29 |
Throughput maximization in (C+ L+ S) networks with incremental deployment of HFAs and 3Rs | Giovanni Simone Sticca Memedhe Ibrahimi Nicola Di Cicco Francesco Musumeci Massimo Tornatore | 2023/10/1 | |
Meta-Learning-based Failure Localization with Digital-Twin-enabled Multi-Mirror Models in Optical Networks | Ruikun Wang Jiawei Zhang Francesco Musumeci Bojun Zhang Gu Zhiqun | 2023 | |
Minimizing equipment and energy cost in mixed 10G and 100G/200G filterless horseshoe networks with hierarchical OTN boards | Annals of Telecommunications | Memedhe Ibrahimi Omran Ayoub Aryanaz Attarpour Francesco Musumeci Andrea Castoldi | 2023/6 |
ML-assisted restoration planning and upgrade with low design margins | Oleg Karandin Francesco Musumeci Yvan Pointurier Massimo Tornatore | 2023/10/1 | |
Cross-Task and Cross-Lightpath Failure Detection and Localization in Optical Networks Using Transfer Learning | Francesco Musumeci Giacomo G Marchionni Massimo Tornatore | 2023/5/28 | |
Minimizing the cost of hierarchical optical transport network traffic grooming boards in metro networks | Journal of Optical Communications and Networking | Aryanaz Attarpour Memedhe Ibrahimi Nicola Di Cicco Francesco Musumeci Andrea Castoldi | 2023/10/1 |
Protection of Inter-ONU Connectivity in Advanced PON with Minimum Trenching Cost | Oleg Karandin Omran Ayoub Domenico Napoletano Francesco Musumeci Massimo Tornatore | 2023/5/8 | |
Selective hybrid EDFA/Raman amplifier placement to mitigate lightpath degradation in (C+ L) networks | Journal of Optical Communications and Networking | Giovanni Sticca Memedhe Ibrahimi Francesco Musumeci Nicola Di Cicco Andrea Castoldi | 2023/8/1 |
Domain adaptation and transfer learning for failure detection and failure-cause identification in optical networks across different lightpaths | Journal of Optical Communications and Networking | Francesco Musumeci Virajit Garbhapu Venkata Yusuke Hirota Yoshinari Awaji Sugang Xu | 2022/2/1 |
Joint routing, channel, and key-rate assignment for resource-efficient qkd networking | Qiaolun Zhang Omran Ayoub Alberto Gatto Jun Wu Xi Lin | 2022/12/4 | |
On using explainable artificial intelligence for failure identification in microwave networks | Omran Ayoub Francesco Musumeci Fatima Ezzeddine Claudio Passera Massimo Tornatore | 2022/3/7 | |
Spectrum and Cost Savings from Beyond-100Gbaud Optical Transponders | Oleg Karandin Francesco Musumeci Alessio Ferrari Gabriel Charlet Yvan Pointurier | 2022/3/6 | |
Machine-learning-enabled ddos attacks detection in p4 programmable networks | Journal of Network and Systems Management | Francesco Musumeci Ali Can Fidanci Francesco Paolucci Filippo Cugini Massimo Tornatore | 2022/1 |
Federated-Learning-Assisted Failure-Cause Identification in Microwave Networks | Tara Tandel Omran Ayoub Francesco Musumeci Claudio Passera Massimo Tornatore | 2022/9/19 |
Co-Authors
