Ph.D. in Ingegneria Elettrica, Elettronica E Delle Comunicazioni , 35th cycle (2019-2022)
Ph.D. obtained in 2022
Dissertation:
Machine Learning-Powered Management Architectures for Edge Services in 5G Networks (Abstract)
Tutors:
Carla Fabiana Chiasserini
Research presentation:
Video presentationProfile
Research topic
Machine learning techniques for next generation mobile networks
Research interests
Biography
He got his Bachelor’s and Master’s Degree in Computer Engineering from Politecnico di Torino in 2017 and 2019 respectively.
Starting from November 2019, he is a PhD student in Electrical, Electronics And Communications Engineering.
Teaching
Collegi of the degree programmes
- Collegio di Ingegneria Elettronica, delle Telecomunicazioni e Fisica. Componente invitato
- Collegio di Ingegneria Informatica, del Cinema e Meccatronica. Componente invitato
Research
Supervised PhD students
- Elena Filipescu. Programme in Ingegneria Elettrica, Elettronica E Delle Comunicazioni (cycle 38, 2023-in progress)
Research subject: Innovative LPWAN technologies for agricultural applications
Big Data, Machine Learning, Neural Networks and Data Science Communication and Computer Networks Electronic devices: modeling and characterization Big Data, Machine Learning, Neural Networks and Data Science Communication and Computer Networks Electronic devices: modeling and characterization
Publications
Works published during the Ph.D. View all publications in Porto@Iris
- 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 - 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 - 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 - 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) - 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 - 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 - 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) - 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) - 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)
Society and Enterprise
Patents and other intellectual properties
- OffloaDNN. international Patent
Inventors: Carla Fabiana Chiasserini Corrado Puligheddu Nancy Varshney