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

✍ Scribed by José Luis García-Dorado, Felipe Mata, Javier Ramos, Pedro M. Santiago del Río (auth.), Ernst Biersack, Christian Callegari, Maja Matijasevic (eds.)

Publisher: Springer-Verlag Berlin Heidelberg
Year: 2013
Tongue: English
Leaves: 370
Series: Lecture Notes in Computer Science 7754
Edition: 1
Category: Library

⬇ Acquire This Volume

No coin nor oath required. For personal study only.

✦ Synopsis

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.

✦ Table of Contents

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 -

✦ Subjects

Computer Communication Networks; System Performance and Evaluation; Information Systems Applications (incl. Internet)

📜 SIMILAR VOLUMES

Highway Traffic Monitoring and Data Qual

📁 Highway Traffic Monitoring and Data Quality

✍ Dalgleish, Michael; Hoose, Neil 📂 Library 📅 2008 🏛 Artech House 🌐 English

Network Classification for Traffic Manag

📁 Network Classification for Traffic Management: Anomaly detection, feature selection, clustering and classification (Computing and Networks)

✍ Zahir Tari, Adil Fahad, Abdulmohsen Almalawi, Xun Yi 📂 Library 📅 2020 🏛 Institution of Engineering and Technology 🌐 English

With the massive increase of data and traffic on the Internet within the 5G, IoT and smart cities frameworks, current network classification and analysis techniques are falling short. Novel approaches using machine learning algorithms are needed to cope with and manage real-world network traffic,

Anomaly Detection and Complex Event Proc

📁 Anomaly Detection and Complex Event Processing Over IoT Data Streams: With Application to eHealth and Patient Data Monitoring

✍ Patrick Schneider, Fatos Xhafa 📂 Library 📅 2022 🏛 Academic Press 🌐 English

Anomaly Detection and Complex Event Processing over IoT Data Streams: With Application to eHealth and Patient Data Monitoring presents advanced processing techniques for IoT data streams and the anomaly detection algorithms over them. The book brings new advances and generalize

Power Quality Harmonics Analysis and Rea

📁 Power Quality Harmonics Analysis and Real Measurements Data

✍ Gregorio Romero Rey and Luisa Martinez Muneta 📂 Library 🌐 English

From Social Data Mining and Analysis to

📁 From Social Data Mining and Analysis to Prediction and Community Detection

✍ Mehmet Kaya, Özcan Erdoǧan, Jon Rokne (eds.) 📂 Library 📅 2017 🏛 Springer International Publishing 🌐 English

This book presents the state-of-the-art in various aspects of analysis and mining of online social networks. Within the broader context of online social networks, it focuses on important and upcoming topics of social network analysis and mining such as the latest in sentiment trends research and

From Data to Knowledge: Theoretical and

📁 From Data to Knowledge: Theoretical and Practical Aspects of Classification, Data Analysis, and Knowledge Organization

✍ P. Arabie, L. Hubert (auth.), Professor Dr. Wolfgang Gaul, Professor Dr. Dietmar 📂 Library 📅 1996 🏛 Springer-Verlag Berlin Heidelberg 🌐 English

The subject of this book is the incorporation and integration of mathematical and statistical techniques and information science topics into the field of classification, data analysis, and knowledge organization. Readers will find survey papers as well as research papers and reports on newest result