Publications

Papers

  • W. de Donato, A. Pescapè, A. Dainotti, “Traffic identification engine: an open platform for traffic classification,” Network, IEEE , vol.28, no.2, pp.56-64, March-April 2014
  • A. Dainotti, A. Pescapè, and K. Claffy, “Issues and future directions in traffic classification,” IEEE Network, vol. 26, no. 1, pp. 35–40, 2012
  • A. Dainotti, A. Pescapè, H. Kim, Traffic Classification through Joint Distributions of Packet-level Statistics, IEEE GLOBECOM 2011 - December 2011, Houston (TX, USA)
  • A. Dainotti, A. Pescapè, C. Sansone, A. Quintavalle, Using a Behaviour Knowledge Space Approach for Detecting Unknown IP Traffic Flows, 10th International Workshop on Multiple Classifier Systems, MCS 2011 - June 2011, Napoli (Italy)
  • A. Dainotti, A. Pescapè, C. Sansone, Early Classification of Network Traffic through Multi-Classification, International Workshop on Traffic Monitoring and Analysis (TMA'11) - April 2011, Vienna (Austria)
  • A. Dainotti, F. Gargiulo, L. Kuncheva, A. Pescapè, C. Sansone, Identification of traffic flows hiding behind TCP port 80, IEEE ICC 2010 - May 2010, Capetown (South Africa)
  • G. Aceto, A. Dainotti, W. de Donato, A. Pescapè, PortLoad: taking the best of two worlds in traffic classification, IEEE INFOCOM 2010 - WIP Track - March 2010, San Diego (CA, USA)
  • V. Carela-Espanol, P. Barlet-Ros, M. Solé-Simò, A. Dainotti, W. de Donato, A. Pescapè, K-dimensional trees for continuous traffic classification, International Workshop on Traffic Monitoring and Analysis (TMA'10) @ PAM 2010 - April 2010, Zurich (Switzerland)
  • A. Dainotti, W. de Donato, A. Pescapè, “TIE: a Community-Oriented Traffic Classification Platform”, International Workshop on Traffic Monitoring and Analysis (TMA'09) @ IFIP Networking 2009 - May 2009, Aachen (Germany)
  • Marco Mellia, Antonio Pescapè, Luca Salgarelli, “Traffic classification and its applications to modern networks”, Computer Networks, Volume 53, Issue 6, 23 April 2009, Pages 759-760.
  • A. Dainotti, W. de Donato, A. Pescapè, P. Salvo Rossi, “Classification of Network Traffic via Packet-Level Hidden Markov Models”, IEEE GLOBECOM 2008 - Dec 2008, New Orleans (LA, USA)

Book Chapters

  • G. Aceto, A. Dainotti, W. de Donato, F. Gargiulo, A. Pescapè C. Sansone, “Combining Multiple Traffic Classification Techniques within a Single Platform”, RECIPE Robust and Efficient traffic Classification in IP nEtworks, Fridericiana Editrice Universitaria, pp.1-16, ISBN:978-88-833-8081-5, Napoli, Italy, 2009

Technical Reports

  • A. Dainotti, W. de Donato, A. Pescape', Giorgio Ventre, “TIE: a community-oriented traffic classification platform”, Technical Report TR-DIS-10-2008, Dipartimento di Informatica e Sistemistica, University of Napoli “Federico II”, Italy tr-dis-10-2008-tie.pdf

Presentation Slides

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