Ph.D. in Ingegneria Elettrica, Elettronica E Delle Comunicazioni , 36th cycle (2020-2023)
Ph.D. obtained in 2024
Dissertation:
Merging Passive and Active Measurements: Machine Learning for Network Monitoring (Abstract)
Tutors:
Michela MeoPublications
Works published during the Ph.D. View all publications in Porto@Iris
- Perna, Gianluca (2024)
Merging Passive and Active Measurements: Machine Learning for Network Monitoring. relatore: MEO, Michela; , 36. XXXVI Ciclo, P.: 194
Doctoral Thesis - Perna, Gianluca; Trevisan, Martino; Giordano, Danilo; Perdices, Daniel; Mellia, Marco (2024)
Monitoring Web QoE in Satellite Networks from Passive Measurements. In: 2024 IEEE 21st Consumer Communications & Networking Conference (CCNC), Las Vegas (USA), 06-09 January 2024, pp. 669-676. ISBN: 979-8-3503-0457-2
Contributo in Atti di Convegno (Proceeding) - Song, Tailai; Perna, Gianluca; Garza, Paolo; Meo, Michela; Munafo, Maurizio Matteo (2024)
BitFormer: Transformer-Based Neural Network for Bitrate Prediction in Real-Time Communications. In: 2024 IEEE 21st Consumer Communications & Networking Conference (CCNC), Las Vegas, NV, USA, 06 Jan 2024 - 09 Jan 2024, pp. 65-70. ISBN: 979-8-3503-0457-2
Contributo in Atti di Convegno (Proceeding) - Song, Tailai; Markudova, Dena; Perna, Gianluca; Meo, Michela (2023)
Where Did My Packet Go? Real-Time Prediction of Losses in Networks. In: ICC 2023 - IEEE International Conference on Communications, Rome, Italy, 28 May 2023 - 01 June 2023, pp. 3836-3841. ISBN: 978-1-5386-7462-8
Contributo in Atti di Convegno (Proceeding) - Perna, Gianluca; Markudova, Dena; Trevisan, Martino; Garza, Paolo; Meo, Michela; Munafo, ... (2022)
Real-Time Classification of Real-Time Communications. In: IEEE TRANSACTIONS ON NETWORK AND SERVICE MANAGEMENT, vol. 19, pp. 4676-4690. ISSN 1932-4537
Contributo su Rivista - Perdices, Daniel; Perna, Gianluca; Trevisan, Martino; Giordano, Danilo; Mellia, Marco (2022)
When satellite is all you have: watching the internet from 550 ms. In: Internet Measurement Conference (IMC), Nizza, 25-27 Ottobre, pp. 137-150. ISBN: 9781450392594
Contributo in Atti di Convegno (Proceeding) - Perna, Gianluca; Trevisan, Martino; Giordano, Danilo; Drago, Idilio (2022)
A first look at HTTP/3 adoption and performance. In: COMPUTER COMMUNICATIONS, vol. 187, pp. 115-124. ISSN 0140-3664
Contributo su Rivista - Perna, Gianluca; Markudova, Dena; Trevisan, Martino; Garza, Paolo; Meo, Michela; Munafò, ... (2022)
Retina: An open-source tool for flexible analysis of RTC traffic. In: COMPUTER NETWORKS, vol. 202. ISSN 1389-1286
Contributo su Rivista - Di Domenico, Andrea; Perna, Gianluca; Trevisan, Martino; Vassio, Luca; Giordano, Danilo (2021)
A Network Analysis on Cloud Gaming: Stadia, GeForce Now and PSNow. In: NETWORK, vol. 1, pp. 247-260. ISSN 2673-8732
Contributo su Rivista - Perna, Gianluca; Markudova, Dena; Trevisan, Martino; Garza, Paolo; Meo, Michela; Munafò, ... (2021)
Online Classification of RTC Traffic. In: 2021 IEEE 18th Annual Consumer Communications & Networking Conference, Las Vegas, NV, USA, 9-12 Jan. 2021, pp. 1-6. ISBN: 978-1-7281-9794-4
Contributo in Atti di Convegno (Proceeding) - Perna, Gianluca; Trevisan, Martino; Giordano, Danilo (2020)
Realistic testing of RTC applications under mobile networks. In: 16th International Conference on emerging Networking EXperiments and TechnologiesNovember 2020, Barcellona, Spagna, 1-4 Dicembre 2020, pp. 532-533. ISBN: 9781450379489
Contributo in Atti di Convegno (Proceeding)