Achilles Machumilane

According to our database, Achilles Machumilane authored at least 8 papers between 2022 and 2023.

Collaborative distances:

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

2023

Learning-Based Traffic Scheduling in Non-Stationary Multipath 5G Non-Terrestrial Networks.

Achilles Machumilane, Alberto Gotta, Pietro Cassarà, Giuseppe Amato, Claudio Gennaro

Remote. Sens., April, 2023

Toward a Fully-Observable Markov Decision Process With Generative Models for Integrated 6G-Non-Terrestrial Networks.

Achilles Machumilane, Pietro Cassarà, Alberto Gotta

IEEE Open J. Commun. Soc., 2023

How Generative Models Improve LOS Estimation in 6G Non-Terrestrial Networks.

Saira Bano, Achilles Machumilane, Pietro Cassarà, Alberto Gotta

CoRR, 2023

Traffic Scheduling in Non-Stationary Multipath Non-Terrestrial Networks: A Reinforcement Learning Approach.

Achilles Machumilane, Alberto Gotta, Pietro Cassarà, Claudio Gennaro, Giuseppe Amato

Proceedings of the IEEE International Conference on Communications, 2023

2022

Federated Semi-Supervised Classification of Multimedia Flows for 3D Networks.

Saira Bano, Achilles Machumilane, Lorenzo Valerio, Pietro Cassarà, Alberto Gotta

CoRR, 2022

A Path-Aware Scheduler for Air-to-Ground Multipath Multimedia Delivery in Real Time.

Achilles Machumilane, Alberto Gotta, Pietro Cassarà, Manlio Bacco

IEEE Commun. Mag., 2022

Actor-Critic Scheduling for Path-Aware Air-to-Ground Multipath Multimedia Delivery.

Achilles Machumilane, Alberto Gotta, Pietro Cassarà, Claudio Gennaro, Giuseppe Amato

Proceedings of the 95th IEEE Vehicular Technology Conference, 2022

AI-as-a-Service Toolkit for Human-Centered Intelligence in Autonomous Driving.

Valerio De Caro, Saira Bano, Achilles Machumilane, Alberto Gotta, Pietro Cassarà, Antonio Carta, Rudy Semola, Christos Sardianos, Christos Chronis, Iraklis Varlamis, Konstantinos Tserpes, Vincenzo Lomonaco, Claudio Gallicchio, Davide Bacciu

Proceedings of the 2022 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events, 2022