Big data analytics for network traffic monitoring and analysis

• TMA PhD School and Conference Travel Grant (2017)
• ITC Best Student Paper Award (2018)
• TMA PhD School and Conference Travel Grant (2018)
• TMA PhD School and Conference Travel Grant (2019)
• Secondo classificato - Best Poster Award TMA 2019 - Parigi, Francia (2019)

• Morichetta, Andrea (2020)
  Machine Learning and Big Data Approaches for Automatic Internet Monitoring. relatore: MELLIA, MARCO; , 32. XXXII Ciclo, P.: 94
  Doctoral Thesis
• 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
• 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)
  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)
• Mellia, M; Metwalley, H; Bocchi, E.; Morichetta, A. (2016)
  METODO PER L’ESPLORAZIONE DI TRACCE PASSIVE DI TRAFFICO E RAGGRUPPAMENTO DI URL SIMILI. N. brevetto: 102016000091521, propr. brevetto: Politecnico di Torino
  Brevetti

• Sistema automatico per identificazione di URL generati algoritmicamente. national and international Patent
  Inventors: Marco Mellia Andrea Morichetta