Ph.D. in Ingegneria Elettrica, Elettronica E Delle Comunicazioni , 32nd cycle (2016-2019)
Ph.D. obtained in 2020
Dissertation:
Machine Learning and Big Data Approaches for Automatic Internet Monitoring (Abstract)
Tutors:
Marco MelliaProfile
Research topic
Big data analytics for network traffic monitoring and analysis
Research interests
Biography
During 2014 he collaborated for 4 months with “Telecom Italia – Information Technology” in the development of a Private Threat Intelligence System, as a junior consultant, in the program "Elis JC".
He joined the Telecommunication Networks Group in March 2016 with a scolarship and, from November, as a PhD student, always under the supervision of Prof. Marco Mellia, with a grant fully funded by the BIG-DAMA project. His research interests are in the fields of traffic analysis, security and data analysis.
In summer 2017 he had a summer internship at Cisco in San Jose, CA.
At the moment is visiting student at AIT, in Vienna, Austria.
Awards and Honors
Publications
Works published during the Ph.D. View all publications in Porto@Iris
- Morichetta, Andrea (2020)
Machine Learning and Big Data Approaches for Automatic Internet Monitoring. relatore: MELLIA, MARCO; , 32. XXXII Ciclo, P.: 94
Doctoral Thesis - Dralconzo, Alessandro; Drago, Idilio; Morichetta, Andrea; Mellia, Marco; Casas, Pedro (2019)
A Survey on Big Data for Network Traffic Monitoring and Analysis. In: IEEE TRANSACTIONS ON NETWORK AND SERVICE MANAGEMENT, vol. 16, pp. 800-813. ISSN 1932-4537
Contributo su Rivista - Morichetta, Andrea; Mellia, Marco (2019)
Clustering and evolutionary approach for longitudinal web traffic analysis. In: PERFORMANCE EVALUATION, vol. 135. ISSN 0166-5316
Contributo su Rivista - Morichetta, Andrea; Mellia, Marco (2019)
LENTA: Longitudinal Exploration for Network Traffic Analysis from Passive Data. In: IEEE TRANSACTIONS ON NETWORK AND SERVICE MANAGEMENT, vol. 16, pp. 814-827. ISSN 1932-4537
Contributo su Rivista - Morichetta, Andrea; Trevisan, Martino; Vassio, Luca (2019)
Characterizing Web Pornography Consumption from Passive Measurements. In: 20th International Conference on Passive and Active Network Measurement, Puerto Varas, Chile, March 27-29, 2019, pp. 304-316. ISBN: 978-3-030-15985-6
Contributo in Atti di Convegno (Proceeding) - Morichetta, Andrea; Mellia, Marco (2018)
LENTA: Longitudinal Exploration for Network Traffic Analysis. In: ITC 30 - 2018, Vienna, AU, 3-7 September 2018, pp. 176-184. ISBN: 978-0-9883045-5-0
Contributo in Atti di Convegno (Proceeding) - Faroughi, Azadeh; Javidan, Reza; Mellia, Marco; Morichetta, Andrea; Soro, Francesca; ... (2018)
Achieving Horizontal Scalability in Density-based Clustering for URLs. In: 2018 IEEE International Conference on Big Data, Seattle, USA, 10-13 Dicembre 2018, pp. 3841-3846. ISBN: 978-1-5386-5035-6
Contributo in Atti di Convegno (Proceeding) - Mellia, Marco; Metwalley, Hassan; Bocchi, Enrico; Morichetta, Andrea (2018)
A method for exploring traffic passive traces and grouping similar urls. N. brevetto: WO2018047027A1, propr. brevetto: 3 - Politecn. di Torino et al
Brevetti - Ciociola, Alessandro; Cocca, Michele; Giordano, Danilo; Mellia, Marco; Morichetta, ... (2017)
UMAP: Urban Mobility Analysis Platform to Harvest Car Sharing Data. In: IEEE Conference on Smart City Innovations, San Francisco, California, USA, August 4 - 8, 2017. ISBN: 978-1-5386-0435-9
Contributo in Atti di Convegno (Proceeding) - Morichetta, Andrea; Bocchi, Enrico; Metwalley, Hassan; Mellia, Marco (2016)
CLUE: Clustering for Mining Web URLs. In: 28th International Teletraffic Congress (ITC 28), 2016, Wurzburg, DE, September 2016, pp. 286-294. ISBN: 978-0-9883-0451-2
Contributo in Atti di Convegno (Proceeding)
Society and Enterprise
Patents and other intellectual properties
- Sistema automatico per identificazione di URL generati algoritmicamente. national and international Patent
Inventors: Marco Mellia