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[ACM Press the 6th ACM workshop - Las Vegas, Nevada, USA (2011.09.23-2011.09.23)] Proceedings of the 6th ACM workshop on Challenged networks - CHANTS '11 - Multiple mobile data offloading through delay tolerant networks

✍ Scribed by Li, Yong; Su, Guolong; Hui, Pan; Jin, Depeng; Su, Li; Zeng, Lieguang


Book ID
121237864
Publisher
ACM Press
Year
2011
Weight
646 KB
Category
Article
ISBN
1450308708

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✦ Synopsis


To cope with the explosive traffic demands and limited capacity provided by the current cellular networks, Delay Tolerant Networking (DTN) is used to migrate traffic from the cellular networks to the free and high capacity device-todevice networks. The current DTN-based mobile data offloading models do not address the heterogeneity of mobile traffic and are based on simple network assumptions. In this paper, we establish a mathematical framework to study the problem of multiple mobile data offloading under realistic network assumptions, where 1) mobile data is heterogeneous in terms of size and lifetime, 2) mobile users have different data subscribing interests, and 3) the storage of offloading helpers is limited. We formulate the maximum mobile data offloading as a Submodular Function Maximization problem with multiple linear constraints of limited storage and propose greedy, approximated and optimal algorithms for different offloading scenarios. We show that our algorithms can effectively offload data to DTNs by extensive simulations which employ real traces of both humans and vehicles.


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