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Issue No.03 - March (2014 vol.13)
pp: 541-555
Xuejun Zhuo , Tsinghua University, Beijing
Wei Gao , The Pennsylvania State University, University Park
Guohong Cao , The Pennsylvania State University, University Park
Sha Hua , Qualcomm Corporate R&D, San Diego
ABSTRACT
Cellular networks (e.g., 3G) are currently facing severe traffic overload problems caused by excessive traffic demands. Offloading part of the cellular traffic through other forms of networks, such as Delay Tolerant Networks (DTNs) and WiFi hotspots, is a promising solution. However, since these networks can only provide intermittent connectivity to mobile users, utilizing them for cellular traffic offloading may result in a nonnegligible delay. As the delay increases, the users' satisfaction decreases. In this paper, we investigate the tradeoff between the amount of traffic being offloaded and the users' satisfaction. We provide a novel incentive framework to motivate users to leverage their delay tolerance for cellular traffic offloading. To minimize the incentive cost given an offloading target, users with high delay tolerance and large offloading potential should be prioritized for traffic offloading. To effectively capture the dynamic characteristics of users' delay tolerance, our incentive framework is based on reverse auction to let users proactively express their delay tolerance by submitting bids. We further illustrate how to predict the offloading potential of the users by using stochastic analysis for both DTN and WiFi cases. Extensive trace-driven simulations verify the efficiency of our incentive framework for cellular traffic offloading.
INDEX TERMS
Mobile communication, Viruses (medical), Mobile computing, Security, Poles and towers, Humans, Computational modeling,WiFi hotspots, Cellular traffic offloading, auction, delay tolerant networks
CITATION
Xuejun Zhuo, Wei Gao, Guohong Cao, Sha Hua, "An Incentive Framework for Cellular Traffic Offloading", IEEE Transactions on Mobile Computing, vol.13, no. 3, pp. 541-555, March 2014, doi:10.1109/TMC.2013.15
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