Foto del docente

Daniele Tarchi

Associate Professor

Department of Electrical, Electronic, and Information Engineering "Guglielmo Marconi"

Academic discipline: ING-INF/03 Telecommunications

Publications

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, 2024, pp. 75 - 82 (atti di: European Wireless 2023, Roma, 2-4 Ottobre 2023) [Contribution to conference proceedings]

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 [Scientific article]Open Access

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, 2024, pp. 1357 - 1362 (atti di: 2023 IEEE Global Communications Conference, Kuala Lumpur, Malaysia, 4-8 Dicembre 2023) [Contribution to conference proceedings]

Naseh, David; Abdollahpour, Mahdi; Tarchi, Daniele, Real-World Implementation and Performance Analysis of Distributed Learning Frameworks for 6G IoT Applications, «INFORMATION», 2024, 15, pp. 1 - 29 [Scientific article]

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 [Scientific article]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 [Scientific article]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 [Scientific article]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) [Contribution to conference proceedings]

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 [Scientific article]Open Access

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) [Contribution to conference proceedings]

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 [Scientific article]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 [Scientific article]Open Access

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», 2023, Early Access, pp. 1 - 14 [Scientific article]

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

Pittala G.F.; Borsatti D.; Davoli G.; Cerroni W.; Tarchi D.; Raffaelli C., Towards 6G AI-enabled Service Orchestration in the Cloud Continuum, in: International Conference on Transparent Optical Networks, IEEE Computer Society, 2023, 2023-, pp. 1 - 4 (atti di: 23rd International Conference on Transparent Optical Networks, ICTON 2023, rou, 2023) [Contribution to conference proceedings]