GOTTA, ALBERTO
GOTTA, ALBERTO
Istituto di Scienza e Tecnologie dell'Informazione "Alessandro Faedo" - ISTI
FedCMD: a federated cross-modal knowledge distillation for drivers’ emotion recognition
2024 Bano, S.; Tonellotto, N.; Cassara', P.; Gotta, A.
A federated channel modeling system using generative neural networks
2023 Bano, S.; Cassara', P.; Tonellotto, N.; Gotta, A.
Artificial intelligence of things at the edge: scalable and efficient distributed learning for massive scenarios
2023 Bano, S.; Tonellotto, N.; Cassara', P.; Gotta, A.
E-Navigation: a distributed decision support system with extended reality for bridge and ashore seafarers
2023 Cassara', P.; Di Summa, M.; Gotta, A.; Martelli, M.
Learning-based traffic scheduling in non-stationary multipath 5G non-terrestrial networks
2023 Machumilane, A.; Gotta, A.; Cassara', P.; Amato, G.; Gennaro, C.
System and method for supporting an operator for navigation
2023 Sebastiani, L.; DI SUMMA, Maria; Viganò, G. P.; Sacco, M.; Cassara', P; Gotta, A.; Figari, M.; Martelli, M.; Zaccone, R.
Towards a fully-observable Markov decision process with generative models for integrated 6G-non-terrestrial networks
2023 Machumilane, A.; Cassara', P.; Gotta, A.
Traffic scheduling in non-stationary multipath non-terrestrial networks: a reinforcement learning approach
2023 Machumilane, A.; Gotta, A.; Cassara', P.; Gennaro, C.; Amato, G.
A novel approach to distributed model aggregation using Apache Kafka
2022 Bano, S.; Carlini, E.; Cassara', P.; Coppola, M.; Dazzi, P.; Gotta, A.
A path-aware scheduler for Air-to-ground multipath multimedia delivery in real time
2022 Machumilane, A.; Gotta, A.; Cassara', P.; Bacco, M.
Actor-critic scheduling for path-aware air-to-ground multipath multimedia delivery
2022 Machumilane, A.; Gotta, A.; Cassara', P.; Gennaro, C.; Amato, G.
AI-as-a-Service toolkit for human-centered intelligence in autonomous driving
2022 De Caro, V.; Bano, S.; Machumilane, A.; Gotta, A.; Cassara', P.; Carta, A.; Semola, R.; Sardianos, C.; Chronis, C.; Varlamis, I.; Tserpes, K.; Lomonaco, V.; Gallicchio, C.; Bacciu, D.
Drivers stress identification in real-world driving tasks
2022 Bano, S; Tonellotto, N; Gotta, A
Exploring Machine Learning for classification of QUIC flows over satellite
2022 Secchi, R.; Cassara', P.; Gotta, A.
Federated feature selection for cyber-physical systems of systems
2022 Cassara', P.; Gotta, A.; Valerio, L.
Federated semi-supervised classification of multimedia flows for 3D networks
2022 Bano, S.; Machumilane, A.; Valerio, L.; Cassara', P.; Gotta, A.
FedTCS: federated learning with time-based client selection to optimize edge resources
2022 Bano, S.; Tonellotto, N.; Cassara', P.; Gotta, A.
KafkaFed: two-tier federated learning communication architecture for internet of vehicles
2022 Bano, S.; Tonellotto, N.; Cassara', P.; Gotta, A.
Orbital edge offloading on mega-LEO satellite constellations for equal access to computing
2022 Cassara', P.; Gotta, A.; Marchese, M.; Patrone, F.
Satellite
2022 Kota, S; Giambene, G; Abdelsadek, M; Alouini, Ms; Babu, S; Bas, J; Chaudhari, S; Dalai, D; Darwish, T; De Cola, T; Delamotte, T; Dutta, A; Dwivedi, A; Enright, M; Giordani, M; Gotta, A; Hammad, E; Khattab, T; Knopp, A; Karabulut Kurt, G; Manoj, Bs; Medjo Me Biomo, Jd; Pillai, P; Rawat, P; Saxena, P; Scanlan, P; Sharma, A; Sperber, R; Sun, Z; Tarchi, D; Varshney, N; Verma, S; Yanikomeroglu, H; Zhao, K; Zhao, L
Titolo | Data di pubblicazione | Autore(i) | File |
---|---|---|---|
FedCMD: a federated cross-modal knowledge distillation for drivers’ emotion recognition | 1-gen-2024 | Bano, S.; Tonellotto, N.; Cassara', P.; Gotta, A. | |
A federated channel modeling system using generative neural networks | 1-gen-2023 | Bano, S.; Cassara', P.; Tonellotto, N.; Gotta, A. | |
Artificial intelligence of things at the edge: scalable and efficient distributed learning for massive scenarios | 1-gen-2023 | Bano, S.; Tonellotto, N.; Cassara', P.; Gotta, A. | |
E-Navigation: a distributed decision support system with extended reality for bridge and ashore seafarers | 1-gen-2023 | Cassara', P.; Di Summa, M.; Gotta, A.; Martelli, M. | |
Learning-based traffic scheduling in non-stationary multipath 5G non-terrestrial networks | 1-gen-2023 | Machumilane, A.; Gotta, A.; Cassara', P.; Amato, G.; Gennaro, C. | |
System and method for supporting an operator for navigation | 1-gen-2023 | Sebastiani, L.; DI SUMMA, Maria; Viganò, G. P.; Sacco, M.; Cassara', P; Gotta, A.; Figari, M.; Martelli, M.; Zaccone, R. | |
Towards a fully-observable Markov decision process with generative models for integrated 6G-non-terrestrial networks | 1-gen-2023 | Machumilane, A.; Cassara', P.; Gotta, A. | |
Traffic scheduling in non-stationary multipath non-terrestrial networks: a reinforcement learning approach | 1-gen-2023 | Machumilane, A.; Gotta, A.; Cassara', P.; Gennaro, C.; Amato, G. | |
A novel approach to distributed model aggregation using Apache Kafka | 1-gen-2022 | Bano, S.; Carlini, E.; Cassara', P.; Coppola, M.; Dazzi, P.; Gotta, A. | |
A path-aware scheduler for Air-to-ground multipath multimedia delivery in real time | 1-gen-2022 | Machumilane, A.; Gotta, A.; Cassara', P.; Bacco, M. | |
Actor-critic scheduling for path-aware air-to-ground multipath multimedia delivery | 1-gen-2022 | Machumilane, A.; Gotta, A.; Cassara', P.; Gennaro, C.; Amato, G. | |
AI-as-a-Service toolkit for human-centered intelligence in autonomous driving | 1-gen-2022 | De Caro, V.; Bano, S.; Machumilane, A.; Gotta, A.; Cassara', P.; Carta, A.; Semola, R.; Sardianos, C.; Chronis, C.; Varlamis, I.; Tserpes, K.; Lomonaco, V.; Gallicchio, C.; Bacciu, D. | |
Drivers stress identification in real-world driving tasks | 1-gen-2022 | Bano, S; Tonellotto, N; Gotta, A | |
Exploring Machine Learning for classification of QUIC flows over satellite | 1-gen-2022 | Secchi, R.; Cassara', P.; Gotta, A. | |
Federated feature selection for cyber-physical systems of systems | 1-gen-2022 | Cassara', P.; Gotta, A.; Valerio, L. | |
Federated semi-supervised classification of multimedia flows for 3D networks | 1-gen-2022 | Bano, S.; Machumilane, A.; Valerio, L.; Cassara', P.; Gotta, A. | |
FedTCS: federated learning with time-based client selection to optimize edge resources | 1-gen-2022 | Bano, S.; Tonellotto, N.; Cassara', P.; Gotta, A. | |
KafkaFed: two-tier federated learning communication architecture for internet of vehicles | 1-gen-2022 | Bano, S.; Tonellotto, N.; Cassara', P.; Gotta, A. | |
Orbital edge offloading on mega-LEO satellite constellations for equal access to computing | 1-gen-2022 | Cassara', P.; Gotta, A.; Marchese, M.; Patrone, F. | |
Satellite | 1-gen-2022 | Kota, S; Giambene, G; Abdelsadek, M; Alouini, Ms; Babu, S; Bas, J; Chaudhari, S; Dalai, D; Darwish, T; De Cola, T; Delamotte, T; Dutta, A; Dwivedi, A; Enright, M; Giordani, M; Gotta, A; Hammad, E; Khattab, T; Knopp, A; Karabulut Kurt, G; Manoj, Bs; Medjo Me Biomo, Jd; Pillai, P; Rawat, P; Saxena, P; Scanlan, P; Sharma, A; Sperber, R; Sun, Z; Tarchi, D; Varshney, N; Verma, S; Yanikomeroglu, H; Zhao, K; Zhao, L |