Alessandro Pacini

Reliable and scalable Kafka-based framework for optical network telemetry

Andrea Sgambelluri, Alessandro Pacini, Francesco Paolucci et al. · Journal of Optical Communications and Networking · 2021 · 39 citations

Telemetry Data Acquisition, Availability, Engineering +18

Learning Long- and Short-Term Temporal Patterns for ML-Driven Fault Management in Optical Communication Networks

Moisés Silva, Alessandro Pacini, Andrea Sgambelluri et al. · IEEE Transactions on Network and Service Management · 2022 · 38 citations

Artificial Intelligence, Ml-driven Fault Management, Machine Learning +21

Confidentiality-preserving machine learning algorithms for soft-failure detection in optical communication networks

Moisés Silva, Andrea Sgambelluri, Alessandro Pacini et al. · Journal of Optical Communications and Networking · 2023 · 24 citations · Full text

Peer-to-peer disaggregated telemetry for autonomic machine-learning-driven transceiver operation

Francesco Paolucci, Andrea Sgambelluri, Moisés Silva et al. · Journal of Optical Communications and Networking · 2022 · 11 citations