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

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 no WiFi connection is available, (some) traffic can be delayed up to a given deadline, or until WiFi become...

Full description

Saved in:
Bibliographic Details
Main Authors: Mehmeti, Fidan, Spyropoulos, Thrasyvoulos
Format: Conference Proceeding
Language:English
Subjects:
2D Markov chain
Approximation methods
Availability
Deadlines
Delays
Equations
IEEE 802.11 Standards
Markov processes
Mobile communication
Mobile data offloading
Optimization
Queueing
Online Access:Request full text
Tags: Add Tag
No Tags, Be the first to tag this record!
Description
Summary: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 no WiFi connection is available, (some) traffic can be delayed up to a given deadline, or until WiFi 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.
ISSN:0743-166X
2641-9874
DOI:10.1109/INFOCOM.2014.6848181