Shuyang Li

Titolo della tesi

Data-Driven Mobile Traffic Modelling in Cellular Networks

Argomento di ricerca

Prediction of events in 5G networks

Tutori

• Enrico Magli

• Li, Shuyang; Magli, Enrico; Francini, Gianluca; Ghinamo, Giorgio (2024)
  Deep learning based prediction of traffic peaks in mobile networks. In: COMPUTER NETWORKS, vol. 240. 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)
• 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
• Chiesa, G.; Cesari, Silvia; Garcia, M.; Issa, M.; Li, Shuyang (2019)
  Multisensor IoT platform for optimising IAQ levels in buildings through a smart ventilation system. In: SUSTAINABILITY, vol. 11, pp. 1-28. ISSN 2071-1050
  Contributo su Rivista

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