Shinde, Swapnil Sadashiv; Tarchi, Daniele, Hierarchical Reinforcement Learning for Multi-layer Multi-Service Non-Terrestrial Vehicular Edge Computing, «IEEE TRANSACTIONS ON MACHINE LEARNING IN COMMUNICATIONS AND NETWORKING», in corso di stampa, Early Access, pp. 1 - 1 [articolo]
Shinde, Swapnil Sadashiv; Tarchi, Daniele, A Time-Continuous Federated Learning Framework for Enabling Intelligent Applications Over Latency-Critical Aerial Networks, in: 2024 IEEE Wireless Communications and Networking Conference (WCNC), «IEEE WIRELESS COMMUNICATIONS AND NETWORKING CONFERENCE», 2024, pp. 1 - 6 (atti di: 2024 IEEE Wireless Communications and Networking Conference (WCNC), Dubai, United Arab Emirates, 21-24 April 2024) [Contributo in Atti di convegno]
Yang, Kaiqi; Wang, Xingwei; He, Qiang; Zhao, Liang; Liu, Yufei; Tarchi, Daniele, Knowledge-Defined Edge Computing Networks Assisted Long-term Optimization of Computation Offloading and Resource Allocation Strategy, «IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS», 2024, 23, Article number: 10304616, pp. 5316 - 5329 [articolo]Open Access
Naseh, David; Shinde, Swapnil Sadashiv; Tarchi, Daniele, Multi-Layer Distributed Learning for Intelligent Transportation Systems in 6G Aerial-Ground Integrated Networks, in: 2024 Joint European Conference on Networks and Communications & 6G Summit (EuCNC/6G Summit), IEEE, «... EUROPEAN CONFERENCE ON NETWORKS AND COMMUNICATIONS», 2024, pp. 1 - 6 (atti di: 2024 Joint European Conference on Networks and Communications & 6G Summit (EuCNC/6G Summit), Antwerp, Belgium, 03-06 June 2024) [Contributo in Atti di convegno]
Naseh, David; Shinde, Swapnil Sadashiv; Tarchi, Daniele, Network Sliced Distributed Learning-as-a-Service for Internet of Vehicles Applications in 6G Non-Terrestrial Network Scenarios, «JOURNAL OF SENSOR AND ACTUATOR NETWORKS», 2024, 13, pp. 1 - 24 [articolo]Open Access
Naseh, David; Abdollahpour, Mahdi; Tarchi, Daniele, Real-World Implementation and Performance Analysis of Distributed Learning Frameworks for 6G IoT Applications, «INFORMATION», 2024, 15, Article number: 190, pp. 1 - 29 [articolo]Open Access
Shinde, Swapnil Sadashiv; Tarchi, Daniele, A Markov Decision Process Solution for Energy-Saving Network Selection and Computation Offloading in Vehicular Networks, «IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY», 2023, 72, Article number: 10093122, pp. 12031 - 12046 [articolo]Open Access
Girelli Consolaro, Niccolò; Shinde, Swapnil Sadashiv; Naseh, David; Tarchi, Daniele, Analysis and Performance Evaluation of Transfer Learning Algorithms for 6G Wireless Networks, «ELECTRONICS», 2023, 12, Article number: 3327, pp. 1 - 21 [articolo]Open Access
Shinde, Swapnil Sadashiv; Tarchi, Daniele, Collaborative Reinforcement Learning for Multi-Service Internet of Vehicles, «IEEE INTERNET OF THINGS JOURNAL», 2023, 10, Article number: 9916276, pp. 2589 - 2602 [articolo]Open Access
Naseh, David; Shinde, Swapnil Sadashiv; Tarchi, Daniele, Enabling Intelligent Vehicular Networks Through Distributed Learning in the Non-Terrestrial Networks 6G Vision, in: European Wireless 2023; 28th European Wireless Conference, VDE, 2023, pp. 129 - 134 (atti di: 28th European Wireless Conference, Roma, Italia, Oct. 2-4, 2023) [Contributo in Atti di convegno]
Ridolfi, Lorenzo; Naseh, David; Shinde, Swapnil Sadashiv; Tarchi, Daniele, Implementation and Evaluation of a Federated Learning Framework on Raspberry PI Platforms for IoT 6G Applications, «FUTURE INTERNET», 2023, 15, Article number: 358, pp. 1 - 23 [articolo]Open Access
Swapnil Sadashiv Shinde, David Naseh, Daniele Tarchi, In-Space Computation Offloading for Multi-Layer LEO Constellations, in: European Wireless 2023; 28th European Wireless Conference, VDE, 2023, pp. 75 - 82 (atti di: European Wireless 2023, Roma, 2-4 Ottobre 2023) [Contributo in Atti di convegno]
Grieco, L. A.; Piro, G.; Petrosino, A.; Morosi, S.; Guidotti, A.; Tarchi, D.; Vanelli-Coralli, A.; Cianca, E.; Ruggieri, M.; Salvo, P.; Matera, F.; Petrini, V.; Valbonesi, S., Integration of Terrestrial and Non-Terrestrial Networks for Automotive: challenges and perspectives within the S11 RESTART project, in: 2023 AEIT International Conference on Electrical and Electronic Technologies for Automotive (AEIT AUTOMOTIVE), 2023, pp. 1 - 6 (atti di: AEIT International Conference on Electrical and Electronic Technologies for Automotive (AEIT AUTOMOTIVE), Modena, Italy, 17-19 July 2023) [Contributo in Atti di convegno]
Shinde, Swapnil Sadashiv; Tarchi, Daniele, Joint Air-Ground Distributed Federated Learning for Intelligent Transportation Systems, «IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS», 2023, 24, Article number: 10101681, pp. 9996 - 10011 [articolo]Open Access
Khazali, Azadeh; Bozorgchenani, Arash; Tarchi, Daniele; Shayesteh, Mahrokh G.; Kalbkhani, Hashem, Joint Task Assignment, Power Allocation and Node Grouping for Cooperative Computing in NOMA-mmWave Mobile Edge Computing, «IEEE ACCESS», 2023, 11, Article number: 10233688, pp. 93664 - 93678 [articolo]Open Access
