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

Is it worth to be patient? Analysis and optimization of delayed mobile data offloading

Mehmeti, Fidan; Spyropoulos, Thrasyvoulos

INFOCOM 2014, IEEE International Conference on Computer Communications, 27 April-2 May, 2014, Toronto, Canada

Operators have recently resorted to WiFi offloading to deal with increasing data demand and induced congestion. Researchers have further suggested the use of "delayed offloading": if noWiFi connection is available, (some) traffic can be delayed up to a given deadline, or untilWiFi becomes available. Nevertheless, there is no clear consensus as to the benefits of delayed offloading, with a couple of recent experimental studies largely diverging in their conclusions. Nor is it clear how these benefits depend on network characteristics (e.g. WiFi availability), user traffic load, etc. In this paper, we propose a queueing analytic model for delayed offloading, and derive the mean delay, offloading efficiency, and other metrics of interest, as a function of the user's "patience", and key network parameters. We validate the accuracy of our results using a range of realistic scenarios, and use these expressions to show how to optimally choose deadlines.

Document Doi Bibtex

Titre:Is it worth to be patient? Analysis and optimization of delayed mobile data offloading
Mots Clés:Mobile data offloading, Deadlines, Queueing, 2D Markov chain, Optimization
Type:Conférence
Langue:English
Ville:Toronto
Pays:CANADA
Date:
Département:Systèmes de Communication
Eurecom ref:4173
Copyright: © 2014 IEEE. Personal use of this material is permitted. However, permission to reprint/republish this material for advertising or promotional purposes or for creating new collective works for resale or redistribution to servers or lists, or to reuse any copyrighted component of this work in other works must be obtained from the IEEE.
Bibtex: @inproceedings{EURECOM+4173, doi = {http://dx.doi.org/10.1109/INFOCOM.2014.6848181}, year = {2014}, title = {{I}s it worth to be patient? {A}nalysis and optimization of delayed mobile data offloading}, author = {{M}ehmeti, {F}idan and {S}pyropoulos, {T}hrasyvoulos}, booktitle = {{INFOCOM} 2014, {IEEE} {I}nternational {C}onference on {C}omputer {C}ommunications, 27 {A}pril-2 {M}ay, 2014, {T}oronto, {C}anada}, address = {{T}oronto, {CANADA}}, month = {04}, url = {http://www.eurecom.fr/publication/4173} }
Voir aussi: