Mello da Silva, Moises Felipe
Mello da Silva, Moises Felipe
Istituto di Telecomunicazioni, Informatica e Fotonica
Bringing Disaggregated Telemetry and ML to the Transceiver for Autonomic Signal Adaptation
2022-01-01 Silva, M. F.; Pacini, A.; Sgambelluri, A.; Valcarenghi, L.; Paolucci, F.
Confidential Detection of Multiple Failures in Optical Networks: An Experimental Evaluation
2023-01-01 Silva, M. F.; Sgambelluri, A.; Pacini, A.; Paolucci, F.; Green, A.; Mascarenas, D.; Valcarenghi, L.
Confidentiality-preserving machine learning algorithms for soft-failure detection in optical communication networks
2023-01-01 Silva, M. F.; Sgambelluri, A.; Pacini, A.; Paolucci, F.; Green, A.; Mascarenas, D.; Valcarenghi, L.
Confidentiality-preserving Machine Learning Scheme to Detect Soft-failures in Optical Communication Networks
2022-01-01 Silva, M. F.; Pacini, A.; Sgambelluri, A.; Paolucci, F.; Valcarenghi, L.
Confidentiality-preserving real-time localization of soft failures in optical networks based on PCA and MLaaS
2025-01-01 Yeganehfallah, Azarm; Sgambelluri, Andrea; Paolini, Emilio; Soares Mayer, Kayol; Felipe Silva, Moises; Mello, Darli A. A.; Valcarenghi, Luca
Disaggregated Confidentiality-Preserving Scheme for Fault Detection in Optical Networks
2024-01-01 Sales, R. F.; Ribeiro, A.; Silva, M. F.; Lobato, F. R.; Sgambelluri, A.; Valcarenghi, L.; Costa, J. C. W.
Effectiveness of Confidentiality-Preserving Clustering Algorithms for Soft Failure Detection in Optical Networks
2024-01-01 Yeganehfallah, Azarm; Sgambelluri, Andrea; Pacini, Alessandro; Valcarenghi, Luca; Silva, Moises Felipe
Learning Long-and Short-Term Temporal Patterns for ML-driven Fault Management in Optical Communication Networks
2022-01-01 Silva, M. F.; Pacini, A.; Sgambelluri, A.; Valcarenghi, L.
PCA-assisted clustering approaches for soft-failure detection in optical networks
2025-01-01 Ribeiro, A. N.; Lobato, F. R. L.; Silva, M. F.; Sgambelluri, A.; Valcarenghi, L.; Wosinska, L.; Costa, J. C. W. A.
PCA-Assisted Fuzzy Clustering Approach for Soft-Failure Detection in Optical Networks
2024-01-01 Ribeiro, A. N.; Sales, R. F.; Lobato, F. R.; Costa, J. C. W. A.; Silva, M. F.; Sgambelluri, A.; Valcarenghi, L.; Wosinska, L.
| Titolo | Data di pubblicazione | Autore(i) | File |
|---|---|---|---|
| Bringing Disaggregated Telemetry and ML to the Transceiver for Autonomic Signal Adaptation | 1-gen-2022 | Silva, M. F.; Pacini, A.; Sgambelluri, A.; Valcarenghi, L.; Paolucci, F. | |
| Confidential Detection of Multiple Failures in Optical Networks: An Experimental Evaluation | 1-gen-2023 | Silva, M. F.; Sgambelluri, A.; Pacini, A.; Paolucci, F.; Green, A.; Mascarenas, D.; Valcarenghi, L. | |
| Confidentiality-preserving machine learning algorithms for soft-failure detection in optical communication networks | 1-gen-2023 | Silva, M. F.; Sgambelluri, A.; Pacini, A.; Paolucci, F.; Green, A.; Mascarenas, D.; Valcarenghi, L. | |
| Confidentiality-preserving Machine Learning Scheme to Detect Soft-failures in Optical Communication Networks | 1-gen-2022 | Silva, M. F.; Pacini, A.; Sgambelluri, A.; Paolucci, F.; Valcarenghi, L. | |
| Confidentiality-preserving real-time localization of soft failures in optical networks based on PCA and MLaaS | 1-gen-2025 | Yeganehfallah, Azarm; Sgambelluri, Andrea; Paolini, Emilio; Soares Mayer, Kayol; Felipe Silva, Moises; Mello, Darli A. A.; Valcarenghi, Luca | |
| Disaggregated Confidentiality-Preserving Scheme for Fault Detection in Optical Networks | 1-gen-2024 | Sales, R. F.; Ribeiro, A.; Silva, M. F.; Lobato, F. R.; Sgambelluri, A.; Valcarenghi, L.; Costa, J. C. W. | |
| Effectiveness of Confidentiality-Preserving Clustering Algorithms for Soft Failure Detection in Optical Networks | 1-gen-2024 | Yeganehfallah, Azarm; Sgambelluri, Andrea; Pacini, Alessandro; Valcarenghi, Luca; Silva, Moises Felipe | |
| Learning Long-and Short-Term Temporal Patterns for ML-driven Fault Management in Optical Communication Networks | 1-gen-2022 | Silva, M. F.; Pacini, A.; Sgambelluri, A.; Valcarenghi, L. | |
| PCA-assisted clustering approaches for soft-failure detection in optical networks | 1-gen-2025 | Ribeiro, A. N.; Lobato, F. R. L.; Silva, M. F.; Sgambelluri, A.; Valcarenghi, L.; Wosinska, L.; Costa, J. C. W. A. | |
| PCA-Assisted Fuzzy Clustering Approach for Soft-Failure Detection in Optical Networks | 1-gen-2024 | Ribeiro, A. N.; Sales, R. F.; Lobato, F. R.; Costa, J. C. W. A.; Silva, M. F.; Sgambelluri, A.; Valcarenghi, L.; Wosinska, L. |