Lorenzo Pappone

According to our database, Lorenzo Pappone authored at least 7 papers between 2022 and 2025.

Collaborative distances:

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

2025

Mutant: Learning Congestion Control from Existing Protocols via Online Reinforcement Learning.

Lorenzo Pappone, Alessio Sacco, Flavio Esposito

Proceedings of the 22nd USENIX Symposium on Networked Systems Design and Implementation, 2025

2024

ResCue: Inferring Fine-Grained Traffic Matrices via Distributed Deep Residual Networks.

Lorenzo Pappone, Cristian Zilli, Alessio Sacco, Flavio Esposito

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

Addressing Data Security in IoT: Minimum Sample Size and Denoising Diffusion Models for Improved Malware Detection.

Chiara Camerota, Lorenzo Pappone, Tommaso Pecorella, Flavio Esposito

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

2023

Dealing With Changes: Resilient Routing via Graph Neural Networks and Multi-Agent Deep Reinforcement Learning.

Sai Shreyas Bhavanasi, Lorenzo Pappone, Flavio Esposito

IEEE Trans. Netw. Serv. Manag., September, 2023

A Federated Learning Approach to Traffic Matrix Estimation using Super-resolution Techniques.

Roberto Amoroso, Lorenzo Pappone, Flavio Esposito

Proceedings of the 20th IEEE Consumer Communications & Networking Conference, 2023

2022

Routing with Graph Convolutional Networks and Multi-Agent Deep Reinforcement Learning.

Sai Shreyas Bhavanasi, Lorenzo Pappone, Flavio Esposito

Proceedings of the IEEE Conference on Network Function Virtualization and Software Defined Networks, 2022

Prediction of Mobile-App Network-Video-Traffic Aggregates using Multi-task Deep Learning.

Lorenzo Pappone, Francesco Cerasuolo, Valerio Persico, Domenico Ciuonzo, Antonio Pescapè, Flavio Esposito

Proceedings of the IFIP Networking Conference, 2022