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High-Performance network traffic processing systems using commodity hardware
- José Luis García-Dorado,
- Felipe Mata,
- Javier Ramos,
- Pedro M. Santiago del Río,
- Victor Moreno,
- Javier Aracil
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 ...
Active techniques for available bandwidth estimation: comparison and application
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 ...
Internet topology discovery
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 ...
Internet pop level maps
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. ...
Analysis of packet transmission processes in peer-to-peer networks by statistical inference methods
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 ...
Reviewing traffic classification
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 ...
A methodological overview on anomaly detection
- Christian Callegari,
- Angelo Coluccia,
- Alessandro D'Alconzo,
- Wendy Ellens,
- Stefano Giordano,
- Michel Mandjes,
- Michele Pagano,
- Teresa Pepe,
- Fabio Ricciato,
- Piotr Żuraniewski
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 ...
Changepoint detection techniques for VoIP traffic
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 ...
Distribution-Based anomaly detection in network traffic
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 ...
From packets to people: quality of experience as a new measurement challenge
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 ...
Internet video delivery in youtube: from traffic measurements to quality of experience
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 ...
Quality evaluation in peer-to-peer IPTV services
- Mu Mu,
- William Knowles,
- Panagiotis Georgopoulos,
- Steven Simpson,
- Eduardo Cerqueira,
- Nicholas Race,
- Andreas Mauthe,
- David Hutchison
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, ...
Cross-Layer FEC-Based mechanism for packet loss resilient video transmission
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 ...
Approaches for utility-based qoe-driven optimization of network resource allocation for multimedia services
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 ...