Management of Radio Access Networks through Machine Learning

• Collegio di Ingegneria Informatica, del Cinema e Meccatronica. Componente invitato

• Maoquan Ni. Programme in Ingegneria Elettrica, Elettronica E Delle Comunicazioni (cycle 40, 2024-in progress)
• Jun Yin. Programme in Ingegneria Elettrica, Elettronica E Delle Comunicazioni (cycle 40, 2024-in progress)
• Mohammadreza Jokar. Programme in Ingegneria Elettrica, Elettronica E Delle Comunicazioni (cycle 39, 2023-in progress)
• Aurora Martiny. Programme in Ingegneria Elettrica, Elettronica E Delle Comunicazioni (cycle 39, 2024-in progress)

• Vallero, Greta (2022)
  Green Mobile Networks: from 4G to 5G and Beyond. relatore: MEO, Michela; , 34. XXXIV Ciclo, P.: 211
  Doctoral Thesis
• Vallero, Greta; Renga, Daniela; Meo, Michela (2022)
  Caching in the Air: High Altitude Platform Stations for Urban Environments. In: IEEE Wireless Communications and Networking Conference 2022, Austin, TX (USA), 10-13 April 2022. ISBN: 978-1-6654-4266-4
  Contributo in Atti di Convegno (Proceeding)
• Deruyck, Margot; Bova, Silvia; Vallero, Greta; Meo, Michela; Martens, Luc; Joseph, Wout (2022)
  Designing a hybrid renewable energy source system to feed the wireless access network. In: SUSTAINABLE ENERGY, GRIDS AND NETWORKS, vol. 31. ISSN 2352-4677
  Contributo su Rivista
• Vallero, Greta; Renga, Daniela; Meo, Michela; Marsan, Marco Ajmone (2022)
  RAN energy efficiency and failure rate through ANN traffic predictions processing. In: COMPUTER COMMUNICATIONS, vol. 183, pp. 51-63. ISSN 0140-3664
  Contributo su Rivista
• Vallero, Greta; Meo, Michela (2021)
  Modelling Solar Powered UAV-BS for 5G and Beyond. In: 2021 19th Mediterranean Communication and Computer Networking Conference (MedComNet), Ibiza, Spain, 15-17 June 2021, pp. 1-8. ISBN: 978-1-6654-3590-1
  Contributo in Atti di Convegno (Proceeding)
• Vallero, Greta; Deruyck, Margot; Meo, Michela; Joseph, Wout (2021)
  Base Station switching and edge caching optimisation in high energy-efficiency wireless access network. In: COMPUTER NETWORKS, vol. 192. ISSN 1389-1286
  Contributo su Rivista
• Castellanos, German; Vallero, Greta; Deruyck, Margot; Martens, Luc; Meo, Michela; ... (2021)
  Evaluation of Flying Caching Servers in {UAV}-{BS} based realistic environment. In: VEHICULAR COMMUNICATIONS. ISSN 2214-2096
  Contributo su Rivista
• Meo, Michela; Vallero, Greta (2021)
  Hybrid Energy Production Analysis and Modelling for Radio Access Network Supply. In: smartgreens21, pp. 131-141. ISBN: 978-989-758-512-8
  Contributo in Atti di Convegno (Proceeding)
• Vallero, Greta; Pristeri, Edoardo; Meo, Michela (2020)
  Coping with power outages in mobile networks. In: 2020 Mediterranean Communication and Computer Networking Conference (MedComNet), pp. 1-4. ISBN: 978-1-7281-6248-5
  Contributo in Atti di Convegno (Proceeding)
• Vallero, Greta; Renga, Daniela; Meo, Michela; Ajmone Marsan, Marco (2020)
  Processing ANN Traffic Predictions for RAN Energy Efficiency. In: 23rd International ACM Conference on Modeling, Analysis and Simulation of Wireless and Mobile Systems (MSWIM 2020), Alicante (Spa), 16 - 20 November, 2020, pp. 235-244. ISBN: 9781450381178
  Contributo in Atti di Convegno (Proceeding)
• Vallero, G.; Deruyck, M.; Joseph, W.; Meo, M. (2020)
  Caching at the edge in high energy-efficient wireless access networks. In: 2020 IEEE International Conference on Communications, ICC 2020, Convention Centre Dublin, irl, 2020, pp. 1-7. ISSN 1550-3607. ISBN: 978-1-7281-5089-5
  Contributo in Atti di Convegno (Proceeding)
• Donevski, Igor; Vallero, G.; Marsan, M. A. (2019)
  Neural Networks for Cellular Base Station Switching. In: 2019 INFOCOM IEEE Conference on Computer Communications Workshops, INFOCOM WKSHPS 2019, fra, 2019, pp. 738-743. ISBN: 978-1-7281-1878-9
  Contributo in Atti di Convegno (Proceeding)
• Vallero, Greta; Renga, D.; Meo, M.; Marsan, M. A. (2019)
  Greener RAN operation through machine learning. In: IEEE TRANSACTIONS ON NETWORK AND SERVICE MANAGEMENT. ISSN 1932-4537
  Contributo su Rivista
• Vallero, Greta; Deruyck, Margot; Meo, Michela; Joseph, Wout (2018)
  Accounting for Energy Cost When Designing Energy-Efficient Wireless Access Networks. In: ENERGIES, vol. 11. ISSN 1996-1073
  Contributo su Rivista