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Achilles Machumilane
Achilles Machumilane
CNR-Institute of Information Science and Technology, Department of Information Engineering -University of Pisa
Email confirmado em phd.unipi.it
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Ai-as-a-service toolkit for human-centered intelligence in autonomous driving
V De Caro, S Bano, A Machumilane, A Gotta, P Cassarà, A Carta, ...
2022 IEEE International Conference on Pervasive Computing and Communications …, 2022
112022
A path-aware scheduler for air-to-ground multipath multimedia delivery in real time
A Machumilane, A Gotta, P Cassarà, M Bacco
IEEE Communications Magazine 60 (9), 54-58, 2022
52022
Actor-critic scheduling for path-aware air-to-ground multipath multimedia delivery
A Machumilane, A Gotta, P Cassará, C Gennaro, G Amato
2022 IEEE 95th Vehicular Technology Conference:(VTC2022-Spring), 1-5, 2022
42022
How generative models improve LOS estimation in 6G non-terrestrial networks
S Bano, A Machumilane, P Cassarà, A Gotta
arXiv preprint arXiv:2305.18845, 2023
22023
Learning-based traffic scheduling in non-stationary multipath 5G non-terrestrial networks
A Machumilane, A Gotta, P Cassará, G Amato, C Gennaro
Remote Sensing 15 (7), 1842, 2023
22023
Federated semi-supervised classification of multimedia flows for 3d networks
S Bano, A Machumilane, L Valerio, P Cassarà, A Gotta
2022 IEEE 21st Mediterranean Electrotechnical Conference (MELECON), 165-170, 2022
22022
Traffic scheduling in non-stationary multipath non-terrestrial networks: A reinforcement learning approach
A Machumilane, A Gotta, P Cassará, C Gennaro, G Amato
ICC 2023-IEEE International Conference on Communications, 4094-4099, 2023
12023
Towards a Fully-Observable Markov Decision Process With Generative Models for Integrated 6G-Non-Terrestrial Networks
A Machumilane, P Cassara, A Gotta
IEEE Open Journal of the Communications Society, 2023
2023
Video streaming over satellite and 5G integrated networks: a channel analysis
AK Machumilane
Politecnico di Milano, 2019
2019
Federated Feature Engineering for Semi-Supervised Classification of QUIC Flows
S Bano, A Machumilane, L Valerio, P Cassara, A Gotta
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