Emilio Paolini

According to our database, Emilio Paolini authored at least 32 papers between 2022 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Noise-resilient photonic neural networks through adaptive quantization.

Emilio Paolini, Lorenzo De Marinis, Peter Seigo Kincaid, Luca Valcarenghi, Giampiero Contestabile, Ioannis Roumpos, Miltiadis Moralis-Pegios, Nikos Pleros, Nicola Andriolli

Neural Comput. Appl., March, 2026

Lightweight Adaptation of Foundation Models for Optical Network Failure Management.

Emilio Paolini, Luca Valcarenghi

IEEE Open J. Commun. Soc., 2026

Reducing the Energy Footprint of 5G: A gNB on MPSoC With Low-Power FFT Acceleration.

Abdelghani Bourenane, Emilio Paolini, Nicola Andriolli, Luca Valcarenghi

IEEE Open J. Commun. Soc., 2026

End-to-end latency assurance for distributed augmented reality over programmable 6G networks: A DESIRE6G demonstration.

Francesco Paolucci, Emilio Paolini, Faris Alhamed, Massimo Satler, Domenico Uomo, Michelangelo Guaitolini, Pol González, Marc Ruiz, Luis Velasco, Sándor Laki, Dávid Kis, Gergely Pongrácz, Attila Mihály, Anestis Dalgkitsis, Chrysa Papagianni, Anastassios Nanos, Stephen Parker, Vincent Lefebvre, M. Angoustures, Juan Jose Vegas Olmos, Andrea Sgambelluri

Comput. Networks, 2026

From packets to predictions on GPU: Accelerated graph-based intrusion detection system.

Ahmed Salah Tawfik Ibrahim, Emilio Paolini, Filippo Cugini, Francesco Paolucci

Comput. Networks, 2026

Incremental Vision Transformers for Zero-Day Attack Detection in NextG Wireless Networks.

Andrea Di Matteo, Emilio Paolini, Luca Valcarenghi, Nicola Andriolli

Proceedings of the IEEE Wireless Communications and Networking Conference, 2026

2025

Generalized quantum-assisted digital signature service in an SDN-controlled quantum-integrated optical network.

Alessio Giorgetti, Nicola Andriolli, Marco Ferrari, Elisabetta Storelli, Gennaro Davide Paduanelli, Antonino Cacicia, Rudi Paolo Paganelli, Alberto Tarable, Emilio Paolini, Giada Sajeva, Marco Brunero, Alessandro Gagliano, Paolo Martelli, Pietro Noviello, Giovanni Schmid, Alberto Gatto

J. Opt. Commun. Netw., 2025

Flecto: Cross-Layer Adaptive Congestion Control with Reinforcement Learning.

Cristiano Serra, Emilio Paolini, Roger Immich, Alessio Sacco, Guido Marchetto, Flavio Esposito

Proceedings of the 26th IEEE International Conference on High Performance Switching and Routing, 2025

Augmented Reality in the DESIRE6G Cloud-native and Programmable Infrastructure with Multi-Agent System and Pervasive Monitoring.

Francesco Paolucci, Michelangelo Guaitolini, Andrea Sgambelluri, Faris Alhamed, Domenico Uomo, Emilio Paolini, Massimo Satler, Pol González, Marc Ruiz, Luis Velasco, Stephen Parker, Simon Pryor, Gergely Pongrácz, Attila Mihály, Anestis Dalgkitsis, Chrysa Papagianni, Sándor Laki, Dávid Kis, Anastassios Nanos, Vincent Lefebvre, M. Angoustures, J. J. Vegas Olmos

Proceedings of the IEEE Conference on Standards for Communications and Networking, 2025

Demo: Design and Implementation of Hierarchical Cross-Domain Orchestration Using TeraFlowSDN.

Anouar El Hachimi, Aryanaz Attarpour, Gabriele Nanni, Mëmëdhe Ibrahimi, Sebastian Troia, Andrea Sgambelluri, Emilio Paolini, Massimo Tornatore, Francesco Musumeci

Proceedings of the 21st International Conference on Network and Service Management, 2025

2024

Real-Time Network Packet Classification Exploiting Computer Vision Architectures.

Emilio Paolini, Luca Valcarenghi, Luca Maggiani, Nicola Andriolli

IEEE Open J. Commun. Soc., 2024

In-Line Any-Depth Deep Neural Networks Using P4 Switches.

Emilio Paolini, Lorenzo De Marinis, Davide Scano, Francesco Paolucci

IEEE Open J. Commun. Soc., 2024

Enhancing Neuromorphic Photonic Hardware Performance Through Neural Architecture Search.

Emilio Paolini, Nicola Andriolli, Marco Cococcioni

Proceedings of the Machine Learning and Principles and Practice of Knowledge Discovery in Databases, 2024

Activation Stretching for Tackling Noise in Photonic Aware Neural Networks.

Emilio Paolini, Lorenzo De Marinis, Luca Valcarenghi, Luca Maggiani, Nicola Andriolli

Proceedings of the Optical Fiber Communications Conference and Exhibition, 2024

Quantum-Assisted Digital Signature in an SDN-controlled Optical Network.

Alessio Giorgetti, Nicola Andriolli, Elisabetta Storelli, Marco Ferrari, Gennaro Davide Paduanelli, Antonino Cacicia, Rudi Paolo Paganelli, Alberto Tarable, Emilio Paolini, Giada Sajeva, Marco Brunero, Alessandro Gagliano, Paolo Martelli, Pietro Noviello, Giovanni Schmid, Alberto Gatto

Proceedings of the Optical Fiber Communications Conference and Exhibition, 2024

Hierarchical Software-Defined Control for coordinated RAN and PON-based Transport Scaling.

Alessandro Pacini, Andrea Sgambelluri, Carlo Centofanti, Andrea Marotta, Emilio Paolini, Alessio Giorgetti, Luca Valcarenghi

Proceedings of the NOMS 2024 IEEE Network Operations and Management Symposium, 2024

Enabling Lightweight Federated Learning in NextG Wireless Networks.

Emilio Paolini, Luca Valcarenghi, Nicola Andriolli, Luca Maggiani, Flavio Esposito

Proceedings of the 10th IEEE International Conference on Network Softwarization, 2024

Quantum-assisted digital signature: a new service for future quantum-integrated optical networks.

Gennaro Davide Paduanelli, Marco Ferrari, Alessio Giorgetti, Nicola Andriolli, Elisabetta Storelli, Antonino Cacicia, Rudi Paolo Paganelli, Alberto Tarable, Emilio Paolini, Giada Sajeva, Marco Brunero, Alessandro Gagliano, Paolo Martelli, Pietro Noviello, Giovanni Schmid, Alberto Gatto

Proceedings of the 24th International Conference on Transparent Optical Networks, 2024

Software-defined control of integrated QKD and classical optical networks.

Nicola Andriolli, Emilio Paolini, Marco Brunero, Paolo Martelli, Alberto Gatto, Marco Ferrari, Alessio Giorgetti

Proceedings of the 24th International Conference on Transparent Optical Networks, 2024

A Programmable 5G DU-RU SmartNIC based on MPSoC FPGA.

Abdelghani Bourenane, Emilio Paolini, Nicola Andriolli, Luca Valcarenghi

Proceedings of the 25th IEEE International Conference on High Performance Switching and Routing, 2024

Efficient Distributed Learning Over Lossy Wireless Networks.

Emilio Paolini, Andrea Pinto, Luca Valcarenghi, Nicola Andriolli, Luca Maggiani, Flavio Esposito

Proceedings of the 20th International Conference on Network and Service Management, 2024

2023

CHARLES: A C++ fixed-point library for Photonic-Aware Neural Networks.

Emilio Paolini, Lorenzo De Marinis, Luca Maggiani, Marco Cococcioni, Nicola Andriolli

Neural Networks, May, 2023

Real-Time Clustering Based on Deep Embeddings for Threat Detection in 6G Networks.

Emilio Paolini, Luca Valcarenghi, Luca Maggiani, Nicola Andriolli

IEEE Access, 2023

Validation of Photonic Neural Networks in Health Scenarios.

Emilio Paolini, Lorenzo De Marinis, Giampiero Contestabile, S. Gupta, Luca Maggiani, Nicola Andriolli

Proceedings of the International Conference on Photonics in Switching and Computing, 2023

A Flexible Forecasting Platform Enabling Zero Touch Networking and Digital Twinning.

Luca Valcarenghi, Piero Castoldi, Andrea Sgambelluri, Emilio Paolini, Alessandro Pacini

Proceedings of the 23rd International Conference on Transparent Optical Networks, 2023

Cascaded Look Up Table Distillation of P4 Deep Neural Network Switches.

Lorenzo De Marinis, Emilio Paolini, Rana Abu Bakar, Filippo Cugini, Francesco Paolucci

Proceedings of the IEEE Global Communications Conference, 2023

Photonic-accelerated AI for cybersecurity in sustainable 6G networks.

Emilio Paolini, Luca Valcarenghi, Luca Maggiani, Nicola Andriolli

Proceedings of the 2023 Joint European Conference on Networks and Communications & 6G Summit, 2023

2022

Photonic-aware neural networks.

Emilio Paolini, Lorenzo De Marinis, Marco Cococcioni, Luca Valcarenghi, Luca Maggiani, Nicola Andriolli

Neural Comput. Appl., 2022

Accelerating Pooling Layers in Photonic Convolutional Neural Networks.

Emilio Paolini, Lorenzo De Marinis, Luca Maggiani, Nicola Andriolli

Proceedings of the 2022 27th OptoElectronics and Communications Conference (OECC) and 2022 International Conference on Photonics in Switching and Computing (PSC), 2022

Photonic-Aware Neural Network: a fixed-point emulation of photonic hardware.

Emilio Paolini, Lorenzo De Marinis, Marco Cococcioni, Luca Valcarenghi, Luca Maggiani, Nicola Andriolli

Proceedings of the 2022 27th OptoElectronics and Communications Conference (OECC) and 2022 International Conference on Photonics in Switching and Computing (PSC), 2022

Photonic-aware Neural Networks for Packet Classification in Beyond 5G Networks.

Emilio Paolini, Federico Civerchia, Lorenzo De Marinis, Luca Valcarenghi, Luca Maggiani, Nicola Andriolli

Proceedings of the 13th International Conference on Network of the Future, 2022

Photonic-aware Neural Networks for Packet Classification in URLLC scenarios.

Emilio Paolini, Federico Civerchia, Lorenzo De Marinis, Luca Valcarenghi, Luca Maggiani, Nicola Andriolli

Proceedings of the 23rd IEEE International Conference on High Performance Switching and Routing, 2022