72 citations · 81 across the 10 of their papers we have counts for
5 papers · 1 filter
Exploring Machine Learning for Classification of QUIC Flows over Satellite
Raffaello Secchi, Pietro Cassarà, Alberto Gotta
Automatic traffic classification is increasingly important in networking due to the current trend of encrypting transport information (e.g., behind HTTP encrypted tunnels) which pr…
An Outlook on the Future Marine Traffic Management System for Autonomous Ships
Michele Martelli, Antonio Virdis, Alberto Gotta +2
In the shipping digitalisation process, the peak will be reached with the advent of a wholly autonomous and at the same time safe and reliable ship. Full autonomy could be obtained…
Federated Semi-Supervised Classification of Multimedia Flows for 3D Networks
Saira Bano, Achilles Machumilane, Lorenzo Valerio +2
Automatic traffic classification is increasingly becoming important in traffic engineering, as the current trend of encrypting transport information (e.g., behind HTTP-encrypted tu…
Actor-Critic Scheduling for Path-Aware Air-to-Ground Multipath Multimedia Delivery
Achilles Machumilane, Alberto Gotta, Pietro Cassarà +2
Reinforcement Learning (RL) has recently found wide applications in network traffic management and control because some of its variants do not require prior knowledge of network mo…
AI-as-a-Service Toolkit for Human-Centered Intelligence in Autonomous Driving
Valerio De Caro, Saira Bano, Achilles Machumilane +11
This paper presents a proof-of-concept implementation of the AI-as-a-Service toolkit developed within the H2020 TEACHING project and designed to implement an autonomous driving per…