Emilio Paolini

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 17

Top Topics

Digital Signature

Bargaining Solution

Top Venues

IEEE Open J. Commun. Soc.

Publications

Emilio Paolini, Luca Valcarenghi, Nicola Andriolli, Luca Maggiani, Flavio Esposito
Enabling Lightweight Federated Learning in NextG Wireless Networks. NetSoft (2024)
Alessandro Pacini, Andrea Sgambelluri, Carlo Centofanti, Andrea Marotta, Emilio Paolini, Alessio Giorgetti, Luca Valcarenghi
Hierarchical Software-Defined Control for coordinated RAN and PON-based Transport Scaling. NOMS (2024)
Emilio Paolini, Lorenzo De Marinis, Davide Scano, Francesco Paolucci
In-Line Any-Depth Deep Neural Networks Using P4 Switches. IEEE Open J. Commun. Soc. 5 (2024)
Alessio Giorgetti, Nicola Andriolli, Elisabetta Storelli, Marco Ferrari, Gennaro Paduanelli, Antonino Cacicia, Rudi Paolo Paganelli, Alberto Tarable, Emilio Paolini, Giada Sajeva, Marco Brunero, Alessandro Gagliano, Paolo Martelli, Pietro Noviello, Giovanni Schmid, Alberto Gatto
Quantum-Assisted Digital Signature in an SDN-controlled Optical Network. OFC (2024)
Emilio Paolini, Luca Valcarenghi, Luca Maggiani, Nicola Andriolli
Real-Time Network Packet Classification Exploiting Computer Vision Architectures. IEEE Open J. Commun. Soc. 5 (2024)
Emilio Paolini, Lorenzo De Marinis, Luca Valcarenghi, Luca Maggiani, Nicola Andriolli
Activation Stretching for Tackling Noise in Photonic Aware Neural Networks. OFC (2024)
Emilio Paolini, Lorenzo De Marinis, Giampiero Contestabile, S. Gupta, Luca Maggiani, Nicola Andriolli
Validation of Photonic Neural Networks in Health Scenarios. PSC (2023)
Luca Valcarenghi, Piero Castoldi, Andrea Sgambelluri, Emilio Paolini, Alessandro Pacini
A Flexible Forecasting Platform Enabling Zero Touch Networking and Digital Twinning. ICTON (2023)
Emilio Paolini, Luca Valcarenghi, Luca Maggiani, Nicola Andriolli
Photonic-accelerated AI for cybersecurity in sustainable 6G networks. EuCNC/6G Summit (2023)
Lorenzo De Marinis, Emilio Paolini, Rana Abu Bakar, Filippo Cugini, Francesco Paolucci
Cascaded Look Up Table Distillation of P4 Deep Neural Network Switches. GLOBECOM (2023)
Emilio Paolini, Lorenzo De Marinis, Luca Maggiani, Marco Cococcioni, Nicola Andriolli
CHARLES: A C++ fixed-point library for Photonic-Aware Neural Networks. Neural Networks 162 (2023)
Emilio Paolini, Luca Valcarenghi, Luca Maggiani, Nicola Andriolli
Real-Time Clustering Based on Deep Embeddings for Threat Detection in 6G Networks. IEEE Access 11 (2023)
Emilio Paolini, Lorenzo De Marinis, Marco Cococcioni, Luca Valcarenghi, Luca Maggiani, Nicola Andriolli
Photonic-Aware Neural Network: a fixed-point emulation of photonic hardware. OECC/PSC (2022)
Emilio Paolini, Lorenzo De Marinis, Luca Maggiani, Nicola Andriolli
Accelerating Pooling Layers in Photonic Convolutional Neural Networks. OECC/PSC (2022)
Emilio Paolini, Federico Civerchia, Lorenzo De Marinis, Luca Valcarenghi, Luca Maggiani, Nicola Andriolli
Photonic-aware Neural Networks for Packet Classification in Beyond 5G Networks. NoF (2022)
Emilio Paolini, Federico Civerchia, Lorenzo De Marinis, Luca Valcarenghi, Luca Maggiani, Nicola Andriolli
Photonic-aware Neural Networks for Packet Classification in URLLC scenarios. HPSR (2022)
Emilio Paolini, Lorenzo De Marinis, Marco Cococcioni, Luca Valcarenghi, Luca Maggiani, Nicola Andriolli
Photonic-aware neural networks. Neural Comput. Appl. 34 (18) (2022)