Gabriel Oliveira Ferreira

Ph.D. in Ingegneria Elettrica, Elettronica E Delle Comunicazioni , 37^th cycle (2021-2024)

Ph.D. obtained in 2025

Dissertation:

A Joint Optimization Approach for Power-Efficient Heterogeneous OFDMA Radio Access Networks

Tutors:

Fabrizio Dabbene Giuseppe Carlo Calafiore

Research presentation:

Poster

Profile

Research topic

Optimization, Network traffic prediction, Forecasting models, Control Systems.

Research interests

Big Data, Machine Learning, Neural Networks and Data Science

Communication and Computer Networks

Systems, Automation and Control

Biography

Gabriel Oliveira Ferreira received the B.S. degree in mechatronics engineering from the Federal Center for Technological Education of Minas Gerais, Brazil, in 2018 and his M.Sc. degree in Electrical Engineering from the Federal University of São João del-Rei, Brazil, in 2020.
He is currently pursuing the Ph.D. degree with the Department of Electronics and Telecommunication, Politecnico di Torino, Italy. His research interests include modeling and forecasting mobile network traffic, network optimization, and network closed-loop control.

Publications

Works published during the Ph.D. View all publications in Porto@Iris

Oliveira Ferreira, Gabriel; Ravazzi, Chiara; Dabbene, Fabrizio; Calafiore, Giuseppe C.; ... (2023)
Forecasting Network Traffic: A Survey and Tutorial with Open-Source Comparative Evaluation. In: IEEE ACCESS, pp. 1-1. ISSN 2169-3536
Contributo su Rivista
OLIVEIRA FERREIRA, Gabriel; Figueiredo, L. S.; Lacerda, M. J.; Leite, V. J. S. (2022)
ISS control for continuous-time systems with filtered time-varying parameter and saturating actuators. In: ASIAN JOURNAL OF CONTROL, pp. 1-13. ISSN 1561-8625
Contributo su Rivista