
Dottorato in Ingegneria Elettrica, Elettronica E Delle Comunicazioni , 36o ciclo (2020-2023)
Dottorato concluso nel 2024
Tesi:
Design and Orchestration of Machine Learning-Driven Network Services in O-RAN Architecture (Abstract)
Tutori:
Carla Fabiana ChiasseriniProfilo
Argomento di ricerca
Machine Learning techniques for the management and optimization of next generation mobile networks
Interessi di ricerca
Biografia
He got his B.Sc. in Electronic Engineering at Università Politecnica delle Marche in October 2018.
Then he obtained his M.Sc. in Communications and Computer Network Engineering in October 2020, at Politecnico di Torino.
Starting from November 2020 he’s a PhD student in Electrical, Electronics and Communications Engineering, under the supervision of professor Carla Fabiana Chiasserini.
His main research interests lie in the area of Wireless Communication Networks, and of Mobile Networks in particular, and involve algorithmic system-design, specially based on Machine Learning techniques.
Pubblicazioni
Pubblicazioni durante il dottorato Vedi tutte le pubblicazioni su Porto@Iris
- Mungari, Federico (2024)
Design and Orchestration of Machine Learning-Driven Network Services in O-RAN Architecture. relatore: CHIASSERINI, Carla Fabiana; , 36. XXXVI Ciclo, P.: 136
Doctoral Thesis - Mungari, F.; Puligheddu, C.; Garcia-Saavedra, A.; Chiasserini, C. F. (2024)
OREO: O-RAN intElligence Orchestration of xApp-based network services. In: IEEE INFOCOM 2024, Vancouver (Canada), 20-23 May 2024. ISBN: 979-8-3503-8350-8
Contributo in Atti di Convegno (Proceeding) - Tripathi, Sharda; Puligheddu, Corrado; Chiasserini, Carla Fabiana; Mungari, Federico (2022)
A Context-aware Radio Resource Management in Heterogeneous Virtual RANs. In: IEEE TRANSACTIONS ON COGNITIVE COMMUNICATIONS AND NETWORKING, vol. 8, pp. 321-334. ISSN 2332-7731
Contributo su Rivista - Mungari, Federico; Groshev, Milan; Chiasserini, Carla Fabiana (2022)
Resource Requirements of an Edge-based Digital Twin Service: An Experimental Study . In: VIRTUAL REALITY & INTELLIGENT HARDWARE, vol. 4, pp. 506-520. ISSN 2666-1209
Contributo su Rivista - Mungari, F. (2021)
An RL Approach for Radio Resource Management in the O-RAN Architecture. In: 18th IEEE International Conference on Sensing, Communication and Networking, SECON 2021, Rome (Italy), 6-9 July 2021, pp. 1-2. ISBN: 978-1-6654-4108-7
Contributo in Atti di Convegno (Proceeding)