Shuyang Li

Dottorato in Ingegneria Elettrica, Elettronica E Delle Comunicazioni , 36^o ciclo (2020-2023)

Dottorato concluso nel 2024

Tesi:

Data-Driven Mobile Traffic Modelling in Cellular Networks (Abstract)

Tutori:

Enrico Magli

Profilo

Argomento di ricerca

Prediction of events in 5G networks

Interessi di ricerca

Big Data, Machine Learning, Neural Networks and Data Science

Communication and Computer Networks

Biografia

Shuyang Li received the B.Sc. and M.Sc. degrees in Telecommunication Engineering from Politecnico di Torino, Italy, where he is currently pursuing the Ph.D. degree with the Department of Electronic and Telecommunication. His research interests include time series modelling, mobile traffic forecasting and usage pattern analysis.

Pubblicazioni

Pubblicazioni durante il dottorato Vedi tutte le pubblicazioni su Porto@Iris

Li, S.; Magli, E.; Francini, G. (2024)
Exploring Time Series Variability: A Training-Efficient Mobile Traffic Predictor. In: 2024 IEEE Wireless Communications and Networking Conference, Dubai (UAE), 21-24 April 2024. ISSN 1525-3511. ISBN: 979-8-3503-0358-2
Contributo in Atti di Convegno (Proceeding)
Li, Shuyang (2024)
Data-Driven Mobile Traffic Modelling in Cellular Networks. relatore: MAGLI, ENRICO; , 36. XXXVI Ciclo, P.: 134
Doctoral Thesis
Li, Shuyang; Magli, Enrico; Francini, Gianluca (2023)
TDANet: an efficient solution for short-term mobile traffic forecasting. In: 2023 IEEE 97th Vehicular Technology Conference (VTC2023-Spring), Florence (Italy), 20-23 June 2023, pp. 1-5. ISBN: 979-8-3503-1114-3
Contributo in Atti di Convegno (Proceeding)
Li, Shuyang; Francini, Gianluca; Magli, Enrico (2023)
Temporal dynamics clustering for analyzing cell behavior in mobile networks. In: COMPUTER NETWORKS, vol. 223. ISSN 1389-1286
Contributo su Rivista
Li, Shuyang; Magli, Enrico; Francini, Gianluca (2023)
To Be Conservative or To Be Aggressive? A Risk-Adaptive Mixture of Experts for Mobile Traffic Forecasting. In: 2023 International Conference on Communications, Roma (Italy), 28 May 2023 - 01 June 2023, pp. 5471-5476
Contributo in Atti di Convegno (Proceeding)

Società e imprese

Brevetti e altre proprietà intellettuali

Improved prediction of mobile network behavior with occurrences of high concentration of people. Brevetto nazionale e internazionale
Inventori: Enrico Magli