Federico Mungari

Ph.D. in Ingegneria Elettrica, Elettronica E Delle Comunicazioni , 36^th 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 Chiasserini

Profile

Research topic

Machine Learning techniques for the management and optimization of next generation mobile networks

Research interests

Big Data, Machine Learning, Neural Networks and Data Science

Communication and Computer Networks

Biography

Federico Mungari was born in Varese (Italy) on January 27th, 1996.

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.

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)
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)