Ecole d'ingénieur et centre de recherche en Sciences du numérique

Distributed troubleshooting of web sessions using clustering

Cui, Heng; Biersack, Ernst

TMA 2012, 4th International Workshop on Traffic Monitoring and Analysis, March 12-14, 2012, Vienna, Austria / Also published in LNCS, 2012, Volume 7189/2012

Web browsing is a very common way of using the Internet to, among others, read news, do on-line shopping, or search for user generated content such as YouTube or Dailymotion. Traditional evaluations of web surfing focus on objectively measured Quality of Service (QoS) metrics such as loss rate or round-trip times; In this paper, we propose to use K-means clustering to share knowledge about the performance of the same web page experienced by different clients. Such technique allows to discover and explain the performance differences among users and identify the root causes for poor performances.  

Document Doi Bibtex

Titre:Distributed troubleshooting of web sessions using clustering
Mots Clés:Web Browsing, Home NetworksMeasurement, Troubleshooting
Type:Conférence
Langue:English
Ville:Vienna
Pays:AUTRICHE
Date:
Département:Sécurité numérique
Eurecom ref:3637
Copyright: © Springer. Personal use of this material is permitted. The definitive version of this paper was published in TMA 2012, 4th International Workshop on Traffic Monitoring and Analysis, March 12-14, 2012, Vienna, Austria / Also published in LNCS, 2012, Volume 7189/2012 and is available at : http://dx.doi.org/10.1007/978-3-642-28534-9_14
Bibtex: @inproceedings{EURECOM+3637, doi = {http://dx.doi.org/10.1007/978-3-642-28534-9_14}, year = {2012}, title = {{D}istributed troubleshooting of web sessions using clustering }, author = {{C}ui, {H}eng and {B}iersack, {E}rnst}, booktitle = {{TMA} 2012, 4th {I}nternational {W}orkshop on {T}raffic {M}onitoring and {A}nalysis, {M}arch 12-14, 2012, {V}ienna, {A}ustria / {A}lso published in {LNCS}, 2012, {V}olume 7189/2012}, address = {{V}ienna, {AUTRICHE}}, month = {03}, url = {http://www.eurecom.fr/publication/3637} }
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