Traffic Monitoring and Analysis

1. Front Matter

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2. Traffic Analysis (1)

   1. On Profiling Residential Customers

      • Marcin Pietrzyk, Louis Plissonneau, Guillaume Urvoy-Keller, Taoufik En-Najjary

      Pages 1-14

   2. Sub-Space Clustering and Evidence Accumulation for Unsupervised Network Anomaly Detection

      • Johan Mazel, Pedro Casas, Philippe Owezarski

      Pages 15-28

   3. An Analysis of Longitudinal TCP Passive Measurements (Short Paper)

      • Kensuke Fukuda

      Pages 29-36

3. Traffic Analysis (2)

   1. Understanding the Impact of the Access Technology: The Case of Web Search Services

      • Aymen Hafsaoui, Guillaume Urvoy-Keller, Denis Collange, Matti Siekkinen, Taoufik En-Najjary

      Pages 37-50

   2. A Hadoop-Based Packet Trace Processing Tool

      • Yeonhee Lee, Wonchul Kang, Youngseok Lee

      Pages 51-63

   3. Monitoring of Tunneled IPv6 Traffic Using Packet Decapsulation and IPFIX (Short Paper)

      • Martin Elich, Matěj Grégr, Pavel Čeleda

      Pages 64-71

4. Applications and Privacy

   1. Identifying Skype Traffic in a Large-Scale Flow Data Repository

      • Brian Trammell, Elisa Boschi, Gregorio Procissi, Christian Callegari, Peter Dorfinger, Dominik Schatzmann

      Pages 72-85

   2. On the Stability of Skype Super Nodes

      • Anat Bremler-Barr, Ran Goldschmidt

      Pages 86-99

   3. Reduce to the Max: A Simple Approach for Massive-Scale Privacy-Preserving Collaborative Network Measurements (Short Paper)

      • Fabio Ricciato, Martin Burkhart

      Pages 100-107

   4. An Analysis of Anonymizer Technology Usage

      • Bingdong Li, Esra Erdin, Mehmet Hadi Güneş, George Bebis, Todd Shipley

      Pages 108-121

5. Traffic Classification

   1. Early Classification of Network Traffic through Multi-classification

      • Alberto Dainotti, Antonio Pescapé, Carlo Sansone

      Pages 122-135

   2. Software Architecture for a Lightweight Payload Signature-Based Traffic Classification System

      • Jun-Sang Park, Sung-Ho Yoon, Myung-Sup Kim

      Pages 136-149

   3. Mining Unclassified Traffic Using Automatic Clustering Techniques

      • Alessandro Finamore, Marco Mellia, Michela Meo

      Pages 150-163

   4. Entropy Estimation for Real-Time Encrypted Traffic Identification (Short Paper)

      • Peter Dorfinger, Georg Panholzer, Wolfgang John

      Pages 164-171

6. Poster Session

   1. Limits in the Bandwidth Exploitation in Passive Optical Networks Due to the Operating Systems (Poster)

      • Paolo Bolletta, Valerio Petricca, Sergio Pompei, Luca Rea, Alessandro Valenti, Francesco Matera

      Pages 172-175

   2. Toward a Scalable and Collaborative Network Monitoring Overlay (Poster)

      • Vasco Castro, Paulo Carvalho, Solange Rito Lima

      Pages 176-180

   3. Hardware-Based “on-the-fly” Per-flow Scan Detector Pre-filter (Poster)

      • Salvatore Pontarelli, Simone Teofili, Giuseppe Bianchi

      Pages 181-184

   4. Anti-evasion Technique for Packet Based Pre-filtering for Network Intrusion Detection Systems (Poster)

      • Salvatore Pontarelli, Simone Teofili

      Pages 185-188

   5. COMINDIS – COllaborative Monitoring with MINimum DISclosure (Poster)

      • Jacopo Cesareo, Andreas Berger, Alessandro D’Alconzo

      Pages 189-192

This book constitutes the proceedings of the Third International Workshop on Traffic Monitoring and Analysis, TMA 2011, held in Vienna, Austria, on April 27, 2011 - co-located with EW 2011, the 17th European Wireless Conference. The workshop is an initiative from the COST Action IC0703 "Data Traffic Monitoring and Analysis: Theory, Techniques, Tools and Applications for the Future Networks". The 10 revised full papers and 6 poster papers presented together with 4 short papers were carefully reviewed and selected from 29 submissions. The papers are organized in topical sections on traffic analysis, applications and privacy, traffic classification, and a poster session.

• IPv6
• anomaly detection
• evolution
• high-speed networks
• network monitoring

• Universitat Politècnica de Catalunya (UPC) - Barcelona TECH, Barcelona, Spain

  Jordi Domingo-Pascual

• The Iby and Aladar Fleischman Faculty of Engineering, School of Electrical Engineering, Tel Aviv University, Ramat Aviv, Israel

  Yuval Shavitt

• An-Institut Deutsche Telekom Laboratories, FG INET, Research Group Anja Feldmann, Technische Universität Berlin, Berlin, Germany

  Steve Uhlig

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