Foto del docente

Daniele Tarchi

Professore associato

Dipartimento di Ingegneria dell'Energia Elettrica e dell'Informazione "Guglielmo Marconi"

Settore scientifico disciplinare: ING-INF/03 TELECOMUNICAZIONI

Pubblicazioni

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, 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

David Naseh, Swapnil Sadashiv Shinde, Daniele Tarchi, Multi-Layer Network Sliced Distributed Learning for Satellite IoT, IEEE Future Networks, 2023 [Audiovisivi]

Abdullah Abbasi, Swapnil Sadashiv Shinde, Daniele Tarchi, Networked Federated Learning-based Intelligent Vehicular Traffic Management in IoV Scenarios, in: GLOBECOM 2023 - 2023 IEEE Global Communications Conference, IEEE, «GLOBECOM», 2023, pp. 1357 - 1362 (atti di: 2023 IEEE Global Communications Conference, Kuala Lumpur, Malaysia, 4-8 Dicembre 2023) [Contributo in Atti di convegno]

Kota, Sastri; Giambene, Giovanni; Abdelsadek, Mohammed; Alouini, Mohamed-Slim; Amay, Marc; Babu, Sarath; Bas, Joan; Cassarà, Pietro; Chaudhari, Sachin; Dalai, Debabrata; Darwish, Tasneem; de Cola, Tomaso; Delamotte, Thomas; Dutta, Ashutosh; Dwivedi, Ayush; Enright, Michael; Giordani, Marco; Gotta, Alberto; Hammad, Eman; Khattab, Tamer; Knopp, Andreas; Kurt, Gunes Karabulut; Madoery, Pablo G.; Manoj, B. S.; Me Biomo, Jean-Daniel Medjo; Pillai, Prashant; Rawat, Pramud; Saxena, Paresh; Scanlan, Pat; Sharma, Avinash; Solaija, Muhammad Sohaib; Sperber, Ray; Sun, Zhili; Tarchi, Daniele; Varshney, Neeraj; Verma, Seema; Watts, Simon; Yanikomeroglu, Halim; Zhao, Kanglian; Zhao, Liang, Satellite, in: 2023 IEEE Future Networks World Forum (FNWF), «IEEE 5G WORLD FORUM (5GWF)», 2023, pp. 1 - 190 (atti di: 2023 IEEE Future Networks World Forum (FNWF), Baltimore, MD, USA, 13-15 November 2023) [Contributo in Atti di convegno]