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DataTraffic Monitoring and Analysis: from measurement, classification, and anomaly detection to quality of experienceJanuary 2013
  • Editors:
  • Ernst Biersack,
  • Christian Callegari,
  • Maja Matijasevic
Publisher:
  • Springer-Verlag
  • Berlin, Heidelberg
ISBN:978-3-642-36783-0
Published:01 January 2013
Pages:
358
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SECTION: Network measurement
chapter
High-Performance network traffic processing systems using commodity hardware
Pages 3–27

The Internet has opened new avenues for information accessing and sharing in a variety of media formats. Such popularity has resulted in an increase of the amount of resources consumed in backbone links, whose capacities have witnessed numerous upgrades ...

chapter
Active techniques for available bandwidth estimation: comparison and application
Pages 28–43

There are various parameters for analyzing the quality of network communication links and paths, one attracting particular attention is available bandwidth. In this chapter we describe a platform for the available bandwidth estimation, a comparison of ...

chapter
Internet topology discovery
Pages 44–81

Since the nineties, the Internet has seen an impressive growth, in terms of users, intermediate systems (such as routers), autonomous systems, or applications. In parallel to this growth, the research community has been looking for obtaining and ...

chapter
Internet pop level maps
Pages 82–103

Inferring the Internet Point of Presence (PoP) level maps is gaining interest due to its importance to many areas, e.g., for tracking and studying properties of the Internet. In this chapter we survey research towards the generation of PoP level maps. ...

chapter
Analysis of packet transmission processes in peer-to-peer networks by statistical inference methods
Pages 104–119

Applying advanced statistical techniques, we characterize the peculiarities of a locally observed peer population in a popular P2P overlay network. The latter is derived from a mesh-pull architecture. Using flow data collected at a single peer, we show ...

SECTION: Traffic classification and anomaly detection
chapter
Reviewing traffic classification
Pages 123–147

Traffic classification has received increasing attention in the last years. It aims at offering the ability to automatically recognize the application that has generated a given stream of packets from the direct and passive observation of the individual ...

chapter
A methodological overview on anomaly detection
Pages 148–183

In this Chapter we give an overview of statistical methods for anomaly detection (AD), thereby targeting an audience of practitioners with general knowledge of statistics. We focus on the applicability of the methods by stating and comparing the ...

chapter
Changepoint detection techniques for VoIP traffic
Pages 184–201

The control of communication networks critically relies on procedures capable of detecting unanticipated load changes. In this chapter we present an overview of such techniques, in a setting in which each connection consumes roughly the same amount of ...

chapter
Distribution-Based anomaly detection in network traffic
Pages 202–216

In this Chapter we address the problem of detecting "anomalies" in the global network traffic produced by a large population of end-users. Empirical distributions across users are considered for several traffic variables at different timescales, and the ...

SECTION: Quality of experience
chapter
From packets to people: quality of experience as a new measurement challenge
Pages 219–263

Over the course of the last decade, the concept of Quality of Experience (QoE) has gained strong momentum, both from an academic research and an industry perspective. Being linked very closely to the subjective perception of the end user, QoE is ...

chapter
Internet video delivery in youtube: from traffic measurements to quality of experience
Pages 264–301

This chapter investigates HTTP video streaming over the Internet for the YouTube platform. YouTube is used as concrete example and case study for video delivery over the Internet, since it is not only the most popular online video platform, but also ...

chapter
Quality evaluation in peer-to-peer IPTV services
Pages 302–319

Modern IPTV services are comprised of multiple comprehensive service elements in the entire content delivery chain to maximise the efficiency in networking. Audio-visual content may experience various types of impairments during content ingest, ...

chapter
Cross-Layer FEC-Based mechanism for packet loss resilient video transmission
Pages 320–336

Real-time video transmission over wireless networks is now a part of the daily life of users, since it is the vehicle that delivers a wide range of information. The challenge of dealing with the fluctuating bandwidth, scarce resources and time-varying ...

chapter
Approaches for utility-based qoe-driven optimization of network resource allocation for multimedia services
Pages 337–358

Taking jointly into account end-user QoE and network resource allocation optimization provides new opportunities for network and service providers in improving user perceived service performance. In this chapter, we discuss state-of-the-art with regards ...

Contributors
  • EURECOM- Graduate School and Research Center in Digital Sciences
  • University of Pisa
  • University of Zagreb, Faculty of Electrical Engineering and Computing

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