Win-Coupon: An incentive framework for 3G traffic offloading
3G networks are currently facing severe traffic overload problems caused by excessive demands of mobile users. Offloading part of the 3G traffic through other forms of networks, such as Delay Tolerant Networks (DTNs), WiFi hotspots, and Femtocells, is a promising solution. However, since these netwo...
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Published in | 2011 19th IEEE International Conference on Network Protocols pp. 206 - 215 |
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Main Authors | , , , |
Format | Conference Proceeding |
Language | English |
Published |
IEEE
01.10.2011
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Subjects | |
Online Access | Get full text |
ISBN | 9781457713927 1457713926 |
ISSN | 1092-1648 |
DOI | 10.1109/ICNP.2011.6089054 |
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Abstract | 3G networks are currently facing severe traffic overload problems caused by excessive demands of mobile users. Offloading part of the 3G traffic through other forms of networks, such as Delay Tolerant Networks (DTNs), WiFi hotspots, and Femtocells, is a promising solution. However, since these networks can only provide intermittent and opportunistic connectivity to mobile users, utilizing them for 3G traffic offloading may result in a non-negligible 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 3G 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 take DTN as a case study to illustrate how to predict the offloading potential of the users by using stochastic analysis. Extensive trace-driven simulations verify the efficiency of our incentive framework for 3G traffic offloading. |
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AbstractList | 3G networks are currently facing severe traffic overload problems caused by excessive demands of mobile users. Offloading part of the 3G traffic through other forms of networks, such as Delay Tolerant Networks (DTNs), WiFi hotspots, and Femtocells, is a promising solution. However, since these networks can only provide intermittent and opportunistic connectivity to mobile users, utilizing them for 3G traffic offloading may result in a non-negligible 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 3G 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 take DTN as a case study to illustrate how to predict the offloading potential of the users by using stochastic analysis. Extensive trace-driven simulations verify the efficiency of our incentive framework for 3G traffic offloading. |
Author | Guohong Cao Xuejun Zhuo Yiqi Dai Wei Gao |
Author_xml | – sequence: 1 surname: Xuejun Zhuo fullname: Xuejun Zhuo email: zhuoxj07@mails.tsinghua.edu.cn organization: Dept. of Comput. Sci. & Technol., Tsinghua Univ., Beijing, China – sequence: 2 surname: Wei Gao fullname: Wei Gao email: weigao@cse.psu.edu organization: Pennsylvania State Univ., State College, PA, USA – sequence: 3 surname: Guohong Cao fullname: Guohong Cao email: gcao@cse.psu.edu organization: Pennsylvania State Univ., State College, PA, USA – sequence: 4 surname: Yiqi Dai fullname: Yiqi Dai email: dyq@mail.tsinghua.edu.cn organization: Dept. of Comput. Sci. & Technol., Tsinghua Univ., Beijing, China |
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Snippet | 3G networks are currently facing severe traffic overload problems caused by excessive demands of mobile users. Offloading part of the 3G traffic through other... |
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Title | Win-Coupon: An incentive framework for 3G traffic offloading |
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