Ph.D. in Ingegneria Elettrica, Elettronica E Delle Comunicazioni , 36th cycle (2020-2023)
Ph.D. obtained in 2024
Dissertation:
Design and Orchestration of Machine Learning-Driven Network Services in O-RAN Architecture (Abstract)
Tutors:
Carla Fabiana ChiasseriniProfile
Research topic
Machine Learning techniques for the management and optimization of next generation mobile networks
Research interests
Publications
Works published during the Ph.D. View all publications in 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) - 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 - 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, 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)