Coff: Contact- Duration-Aware Cellular Traffic Offloading Over Delay Tolerant Networks

被引:25
|
作者
Li, Zhi [1 ]
Liu, Yan [2 ]
Zhu, Hongsong [1 ]
Sun, Limin [1 ]
机构
[1] Chinese Acad Sci, Beijing Key Lab IOT Informat Secur Technol, Inst Informat Engn, Beijing 100080, Peoples R China
[2] Peking Univ, Sch Software & Microelect, Beijing 100871, Peoples R China
基金
中国国家自然科学基金; 国家高技术研究发展计划(863计划);
关键词
Cellular traffic offloading; content distribution networks; delay tolerant networks (DTN); network coding; HUMAN MOBILITY;
D O I
10.1109/TVT.2014.2381220
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
In recent years, the capacity of cellular networks has hardly kept pace with the dramatic explosion of cellular traffic from emerging mobile applications. To address this issue, a number of studies have been proposed to offload the cellular traffic using delay-tolerant networks (DTNs) opportunistically formed by mobile devices. These offloading schemes rely on the assumption of small-size content, which can be entirely transmitted over a single DTN contact. However, such an assumption, which was probably valid in the past, can no longer hold with the increasing popularity of large-size multimedia contents in the future. In this paper, we propose a novel contact-duration-aware offloading scheme called Coff, which consists of several designs that are specially tailored for DTNs. First, we use content fragmentation to utilize short contacts. Second, we adopt network coding to achieve a near-optimum dissemination. Finally, we design a greedy load allocation (GLA) algorithm to achieve no less than (1 - 1/e) of the optimum. Extensive simulations on both synthetic and real-world traces show that Coff is more efficient than the baselines, which extend from state-of-art DTN-based offloading schemes with content fragmentation and network coding.
引用
收藏
页码:5257 / 5268
页数:12
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