Deriving traffic demands for operational IP networks: methodology and experience
IEEE/ACM Transactions on Networking (TON)
Data Mining: Concepts and Techniques
Data Mining: Concepts and Techniques
The impact and implications of the growth in residential user-to-user traffic
Proceedings of the 2006 conference on Applications, technologies, architectures, and protocols for computer communications
Early application identification
CoNEXT '06 Proceedings of the 2006 ACM CoNEXT conference
Proceedings of the 18th international conference on World wide web
Revealing the Unknown ADSL Traffic Using Statistical Methods
TMA '09 Proceedings of the First International Workshop on Traffic Monitoring and Analysis
On dominant characteristics of residential broadband internet traffic
Proceedings of the 9th ACM SIGCOMM conference on Internet measurement conference
Challenging statistical classification for operational usage: the ADSL case
Proceedings of the 9th ACM SIGCOMM conference on Internet measurement conference
One-click hosting services: a file-sharing hideout
Proceedings of the 9th ACM SIGCOMM conference on Internet measurement conference
Performance limitations of ADSL users: a case study
PAM'07 Proceedings of the 8th international conference on Passive and active network measurement
PAM'07 Proceedings of the 8th international conference on Passive and active network measurement
Pytomo: a tool for analyzing playback quality of YouTube videos
Proceedings of the 23rd International Teletraffic Congress
A longitudinal view of HTTP video streaming performance
Proceedings of the 3rd Multimedia Systems Conference
Analyzing the impact of YouTube delivery policies on user experience
Proceedings of the 24th International Teletraffic Congress
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Some recent large scale studies on residential networks (ADSL and FTTH) have provided important insights concerning the set of applications used in such networks. For instance, it is now apparent that Web based traffic is dominating again at the expense of P2P traffic in lots of countries due to the surge of HTTP streaming and possibly social networks. In this paper we confront the analysis of the overall (high level) traffic characteristics of the residential network with the study of the users traffic profiles. We propose approaches to tackle those issues and illustrate them with traces from an ADSL platform. Our main findings are that even if P2P still dominates the first heavy hitters, the democratization of Web and Streaming traffic is the main cause of the come-back of HTTP. Moreover, the mixture of applications study highlights that these two classes (P2P vs. Web + Streaming) are almost never used simultaneously by our residential customers.