Ebook: Data Traffic Monitoring and Analysis: From Measurement, Classification, and Anomaly Detection to Quality of Experience

This book was prepared as the Final Publication of COST Action IC0703 "Data Traffic Monitoring and Analysis: theory, techniques, tools and applications for the future networks". It contains 14 chapters which demonstrate the results, quality,and the impact of European research in the field of TMA in line with the scientific objective of the Action. The book is structured into three parts: network and topology measurement and modelling, traffic classification and anomaly detection, quality of experience.

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This book was prepared as the Final Publication of COST Action IC0703 "Data Traffic Monitoring and Analysis: theory, techniques, tools and applications for the future networks". It contains 14 chapters which demonstrate the results, quality,and the impact of European research in the field of TMA in line with the scientific objective of the Action. The book is structured into three parts: network and topology measurement and modelling, traffic classification and anomaly detection, quality of experience.

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This book was prepared as the Final Publication of COST Action IC0703 "Data Traffic Monitoring and Analysis: theory, techniques, tools and applications for the future networks". It contains 14 chapters which demonstrate the results, quality,and the impact of European research in the field of TMA in line with the scientific objective of the Action. The book is structured into three parts: network and topology measurement and modelling, traffic classification and anomaly detection, quality of experience.
Content:
Front Matter....Pages -
Front Matter....Pages 1-1
High-Performance Network Traffic Processing Systems Using Commodity Hardware....Pages 3-27
Active Techniques for Available Bandwidth Estimation: Comparison and Application....Pages 28-43
Internet Topology Discovery....Pages 44-81
Internet PoP Level Maps....Pages 82-103
Analysis of Packet Transmission Processes in Peer-to-Peer Networks by Statistical Inference Methods....Pages 104-119
Front Matter....Pages 121-121
Reviewing Traffic Classification....Pages 123-147
A Methodological Overview on Anomaly Detection....Pages 148-183
Changepoint Detection Techniques for VoIP Traffic....Pages 184-201
Distribution-Based Anomaly Detection in Network Traffic....Pages 202-216
Front Matter....Pages 217-217
From Packets to People: Quality of Experience as a New Measurement Challenge....Pages 219-263
Internet Video Delivery in YouTube: From Traffic Measurements to Quality of Experience....Pages 264-301
Quality Evaluation in Peer-to-Peer IPTV Services....Pages 302-319
Cross-Layer FEC-Based Mechanism for Packet Loss Resilient Video Transmission....Pages 320-336
Approaches for Utility-Based QoE-Driven Optimization of Network Resource Allocation for Multimedia Services....Pages 337-358
Back Matter....Pages -

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This book was prepared as the Final Publication of COST Action IC0703 "Data Traffic Monitoring and Analysis: theory, techniques, tools and applications for the future networks". It contains 14 chapters which demonstrate the results, quality,and the impact of European research in the field of TMA in line with the scientific objective of the Action. The book is structured into three parts: network and topology measurement and modelling, traffic classification and anomaly detection, quality of experience.
Content:
Front Matter....Pages -
Front Matter....Pages 1-1
High-Performance Network Traffic Processing Systems Using Commodity Hardware....Pages 3-27
Active Techniques for Available Bandwidth Estimation: Comparison and Application....Pages 28-43
Internet Topology Discovery....Pages 44-81
Internet PoP Level Maps....Pages 82-103
Analysis of Packet Transmission Processes in Peer-to-Peer Networks by Statistical Inference Methods....Pages 104-119
Front Matter....Pages 121-121
Reviewing Traffic Classification....Pages 123-147
A Methodological Overview on Anomaly Detection....Pages 148-183
Changepoint Detection Techniques for VoIP Traffic....Pages 184-201
Distribution-Based Anomaly Detection in Network Traffic....Pages 202-216
Front Matter....Pages 217-217
From Packets to People: Quality of Experience as a New Measurement Challenge....Pages 219-263
Internet Video Delivery in YouTube: From Traffic Measurements to Quality of Experience....Pages 264-301
Quality Evaluation in Peer-to-Peer IPTV Services....Pages 302-319
Cross-Layer FEC-Based Mechanism for Packet Loss Resilient Video Transmission....Pages 320-336
Approaches for Utility-Based QoE-Driven Optimization of Network Resource Allocation for Multimedia Services....Pages 337-358
Back Matter....Pages -
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