Understanding the impact of the access technology: the case of Web search services

Hafsaoui, Aymen; Urvoy-Keller, Guillaume; Collange, Denis; Siekkinen, Matti; En-Najjary, Taoufik
TMA 2011, 3rd International Workshop on Traffic Monitoring and Analysis, 27 April 2011, Vienna, Austria / Also published in "Lecture Notes in Computer Science", 2011, Volume 6613/2011

In this paper, we address the problem of comparing the performance

 

perceived by end users when they use different technologies to access the Internet.

 

We focus on three key technologies: Cellular, ADSL and FTTH. Users primarily

 

interact with the network through the networking applications they use.We tackle

 

the comparison task by focusing on Web search services, which are arguably a

 

key service for end users.We first demonstrate that RTT and packet loss alone are

 

not enough to fully understand the observed differences or similarities of performance

 

between the different access technologies. We then present an approach

 

based on a fine-grained profiling of the data time of transfers that sheds light on

 

the interplay between service, access and usage, for the client and server side.We

 

use a clustering approach to identify groups of connections experiencing similar

 

performance over the different access technologies. This technique allows to attribute

 

performance differences perceived by the client separately to the specific

 

characteristics of the access technology, behavior of the server, and behavior of

 

the client.


DOI
HAL
Type:
Conférence
City:
Vienna
Date:
2011-04-27
Department:
Sécurité numérique
Eurecom Ref:
3332
Copyright:
© Springer. Personal use of this material is permitted. The definitive version of this paper was published in TMA 2011, 3rd International Workshop on Traffic Monitoring and Analysis, 27 April 2011, Vienna, Austria / Also published in "Lecture Notes in Computer Science", 2011, Volume 6613/2011 and is available at : http://dx.doi.org/10.1007/978-3-642-20305-3_4

PERMALINK : https://www.eurecom.fr/publication/3332