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

Data Traffic Monitoring and Analysis: From Measurement, Classification, and Anomaly Detection to Quality of Experience: Lecture Notes in Computer Science, cartea 7754

Editat de Ernst Biersack, Christian Callegari, Maja Matijasevic
en Limba Engleză Paperback – 21 mar 2013
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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Specificații

ISBN-13: 9783642367830
ISBN-10: 3642367836
Pagini: 376
Ilustrații: XVI, 359 p. 121 illus.
Dimensiuni: 155 x 235 x 20 mm
Greutate: 0.53 kg
Ediția:2013
Editura: Springer Berlin, Heidelberg
Colecția Springer
Seriile Lecture Notes in Computer Science, Computer Communication Networks and Telecommunications

Locul publicării:Berlin, Heidelberg, Germany

Public țintă

Research

Cuprins

High-Performance Network Traffic Processing Systems Using Commodity Hardware.- Active Techniques for Available Bandwidth Estimation: Comparison and Application.- Internet Topology Discovery.- Internet PoP Level Maps.- Analysis of Packet Transmission Processes in Peer-to-Peer Networks by Statistical Inference Methods.- Reviewing Traffic Classification.- A Methodological Overview on Anomaly Detection.- Changepoint Detection Techniques for VoIP Traffic.- Distribution-Based Anomaly Detection in Network Traffic.- From Packets to People: Quality of Experience as a New Measurement Challenge.- Internet Video Delivery in YouTube: From Traffic Measurements to Quality of Experience.- Quality Evaluation in Peer-to-Peer IPTV Services.- Cross-Layer FEC-Based Mechanism for Packet Loss Resilient Video Transmission.- Approaches for Utility-Based QoE-Driven Optimization of Network Resource Allocation for Multimedia Services.- Active Techniques for Available Bandwidth Estimation: Comparison and Application.- Internet Topology Discovery.- Internet PoP Level Maps.- Analysis of Packet Transmission Processes in Peer-to-Peer Networks by Statistical Inference Methods.- Reviewing Traffic Classification.- A Methodological Overview on Anomaly Detection.- Changepoint Detection Techniques for VoIP Traffic.- Distribution-Based Anomaly Detection in Network Traffic.- From Packets to People: Quality of Experience as a New Measurement Challenge.- Internet Video Delivery in YouTube: From Traffic Measurements to Quality of Experience.- Quality Evaluation in Peer-to-Peer IPTV Services.- Cross-Layer FEC-Based Mechanism for Packet Loss Resilient Video Transmission.- Approaches for Utility-Based QoE-Driven Optimization of Network Resource Allocation for Multimedia Services.

Textul de pe ultima copertă

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.

Caracteristici

High quality selected papers covering various aspects of data traffic monitoring and analysis in modern telecommunication networks Contains chapters presenting the state of the art in high-performance traffic processing and network mapping; traffic classification and network anomaly detection Aimed at researchers as well as practitioners, standard developers and policy makers