Moisés Felipe Silva

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 6

Top Topics

Failure Detection

Machine Learning Approaches

Adaptation Strategies

Optical Networks

Top Venues

IEEE Trans. Netw. Serv. Manag.

Publications

Rafael F. Sales, Andrei N. Ribeiro, Moisés Felipe Silva, Fabricio R. L. Lobato, Andrea Sgambelluri, Luca Valcarenghi, João C. W. A. Costa
Disaggregated Confidentiality-Preserving Scheme for Fault Detection in Optical Networks. OFC (2024)
Moisés Felipe Silva, Andrea Sgambelluri, Alessandro Pacini, Francesco Paolucci, Andre Green, David Mascareñas, Luca Valcarenghi
Confidential Detection of Multiple Failures in Optical Networks: an Experimental Evaluation. OFC (2023)
Moisés Felipe Silva, Alessandro Pacini, Andrea Sgambelluri, Luca Valcarenghi, Francesco Paolucci
Bringing Disaggregated Telemetry and ML to the Transceiver for Autonomic Signal Adaptation. OFC (2022)
Francesco Paolucci, Andrea Sgambelluri, Moisés Felipe Silva, Alessandro Pacini, Piero Castoldi, Luca Valcarenghi, Filippo Cugini
Peer-to-peer disaggregated telemetry for autonomic machine-learning-driven transceiver operation. JOCN 14 (8) (2022)
Moisés Felipe Silva, Andrea Sgambelluri, Alessandro Pacini, Francesco Paolucci, Andre Green, David Mascareñas, Luca Valcarenghi
Confidentiality-preserving machine learning algorithms for soft-failure detection in optical communication networks. JOCN 15 (8) (2022)
Moisés Felipe Silva, Alessandro Pacini, Andrea Sgambelluri, Luca Valcarenghi
Learning Long- and Short-Term Temporal Patterns for ML-Driven Fault Management in Optical Communication Networks. IEEE Trans. Netw. Serv. Manag. 19 (3) (2022)