Machine learning techniques for next generation mobile networks

• Collegio di Ingegneria Elettronica, delle Telecomunicazioni e Fisica. Componente invitato

• Elena Filipescu. Corso in Ingegneria Elettrica, Elettronica E Delle Comunicazioni (ciclo 38, 2023-in corso)
  
  Big Data, Machine Learning, Neural Networks and Data Science
  Communication and Computer Networks
  Electronic devices: modeling and characterization

• Sgambelluri, Andrea; Baranda, Jorge; Groshev, Milan; Tomakh, Konstantin; Kucherenko, ... (2022)
  Exploiting Forecasting for Automatic Network Service Operations in Digital Twin Applications. In: 2022 19th Annual IEEE International Conference on Sensing, Communication, and Networking (SECON): Demonstration technical program, Virtual Conference due to COVID-19, September 2022
  Contributo in Atti di Convegno (Proceeding)
• Tripathi, Sharda; Puligheddu, Corrado; Pramanik, Somreeta; Garcia-Saavedra, Andres; ... (2022)
  VERA: Resource Orchestration for Virtualized Services at the Edge. In: IEEE International Conference on Communications (IEEE ICC 2022), Seoul, Korea, Republic of, 16-20 May 2022
  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
• Puligheddu, Corrado (2022)
  Machine Learning-Powered Management Architectures for Edge Services in 5G Networks. relatore: CHIASSERINI, Carla Fabiana; , 35. XXXV Ciclo, P.: 179
  Doctoral Thesis
• Casetti, C.; Chiasserini, C. F.; Marcato, S.; Puligheddu, C.; Mangues-Bafalluy, J.; ... (2022)
  ML-driven Provisioning and Management of Vertical Services in Automated Cellular Networks. In: IEEE TRANSACTIONS ON NETWORK AND SERVICE MANAGEMENT, vol. 19, pp. 2017-2033. ISSN 1932-4537
  Contributo su Rivista
• De Vleeschauwer, Danny; Baranda, Jorge; Mangues-Bafalluy, Josep; Chiasserini, Carla ... (2021)
  5Growth Data-Driven AI-Based Scaling. In: 2021 EuCNC & 6G Summit, Virtual conference due to COVID-19, 8-11 June 2021. ISBN: 978-1-6654-1526-2
  Contributo in Atti di Convegno (Proceeding)
• Tripathi, Sharda; Puligheddu, Corrado; Chiasserini, Carla Fabiana (2021)
  An RL Approach to Radio Resource Management in Heterogeneous Virtual RANs. In: IEEE/IFIP WONS 2021, Virtual Conference due to COVID-19, 09-11 March 2021. ISBN: 978-3-903176-35-5
  Contributo in Atti di Convegno (Proceeding)
• Li, X.; Chiasserini, C. F.; Mangues-Bafalluy, J.; Baranda, J.; Landi, G.; Martini, B.; ... (2021)
  Automated Service Provisioning and Hierarchical SLA Management in 5G Systems. In: IEEE TRANSACTIONS ON NETWORK AND SERVICE MANAGEMENT, vol. 18, pp. 4669-4684. ISSN 1932-4537
  Contributo su Rivista
• Martin-Perez, Jorge; Antevski, Kiril; Guimaraes, Carlos; Bernardos, C. J.; Papagianni, ... (2021)
  Self-Managed 5G Networks. In: Communications Network and Service Management In the Era of Artificial Intelligence and Machine Learning / Zincir-Heywood N., Mellia M., Diao Y., S.L., John Wiley & Sons, Inc., pp. 69-100. ISBN: 9781119675501
  Contributo in Volume
• Baranda, J.; Mangues-Bafalluy, J.; Zeydan, E.; Casetti, C.; Chiasserini, C. F.; ... (2021)
  Demo: AIML-as-a-Service for SLA management of a Digital Twin Virtual Network Service. In: IEEE INFOCOM 2021 - Demo Session, Virtual conference due to COVID-19, May 2021. ISBN: 978-1-6654-0443-3
  Contributo in Atti di Convegno (Proceeding)
• Baranda, J.; Mangues-Bafalluy, J.; Vettori, L.; Martinez, R.; Avino, G.; Chiasserini, C. ... (2020)
  Arbitrating Network Services in 5G Networks for Automotive Vertical Industry. In: IEEE INFOCOM 2020 - Demo Session, Toronto (ON, Canada ), 06-09 July 2020, pp. 1318-1319. ISBN: 978-1-7281-8695-5
  Contributo in Atti di Convegno (Proceeding)

• OffloaDNN.
  Inventori: Carla Fabiana Chiasserini Corrado Puligheddu Nancy Varshney
• OffloaDNN. Brevetto internazionale
  Inventori: Carla Fabiana Chiasserini Corrado Puligheddu Nancy Varshney
• SEM-O-RAN (Semantic NextG O-RAN Slicing for Data-Driven Edge-Assisted Mobile Applications). Brevetto internazionale
  Inventori: Carla Fabiana Chiasserini Corrado Puligheddu