Privacy-Aware Multipath Video Caching for Content-Centric Networks

doi:10.1109/JSAC.2016.2577321

	Privacy-Aware Multipath Video Caching for Content-Centric Networks
	Wu, Qinghua 1; Li, Zhenyu 1; Tyson, Gareth 2; Uhlig, Steve 2; Kaafar, Mohamed Ali 3,4; Xie, Gaogang 1
	2016-08-01
发表期刊	IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS
ISSN	0733-8716
卷号	34 期号:8 页码:2219-2230
摘要	The prevalence of Internet video streaming challenges the design and operation of modern networks. Content centric networking (CCN) has been proposed to address the challenges through ubiquitous in-network caching. While the expected benefits include higher performance and lower bandwidth consumption, CCN introduces new privacy issues at layer 3. This is because adversaries could infer the content consumed by others by checking cached data in routers. In this paper, we first analyze the design space to improve both caching performance and cache privacy for video delivery in CCN. In light of the observation that these two metrics need to be balanced, we propose CodingCache. It adopts network coding and random forwarding to exploit the potentials of multipath routing in CCN to improve both the diversity of cached content along different paths and the anonymity set for consumers. We evaluate CodingCache through extensive experiments based on a real-world topology and a unique data set of video access logs from a large-scale commercial video service. Our results demonstrate that, compared with the existing CCN strategies, CodingCache is able to increase the cache hit rate while also improve the use of caches across the network, together with reasonable cache privacy.
关键词	Video caching content centric networking networking coding caching pravicy
DOI	10.1109/JSAC.2016.2577321
收录类别	SCI
语种	英语
资助项目	National Basic Research Program of China[2012CB315801] ; National Natural Science Foundation of China[61133015] ; National Natural Science Foundation of China[61272473] ; National Natural Science Foundation of China[61572475] ; National Natural Science Foundation of China[61502460] ; National Hightech Research and Development Program of China[2015AA010201] ; Youth Innovation Promotion Association Chinese Academy of Sciences ; Huawei Innovation Research Program
WOS研究方向	Engineering ; Telecommunications
WOS类目	Engineering, Electrical & Electronic ; Telecommunications
WOS记录号	WOS:000381434500014
出版者	IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
引用统计	被引频次：13[WOS] [WOS记录] [WOS相关记录]
文献类型	期刊论文
条目标识符	http://119.78.100.204/handle/2XEOYT63/8117
专题	中国科学院计算技术研究所期刊论文_英文
通讯作者	Xie, Gaogang
作者单位	1.Chinese Acad Sci, Inst Comp Technol, Beijing 100049, Peoples R China 2.Queen Mary Univ London, London E1 4NS, England 3.Natl ICT Australia, Sydney, NSW 2015, Australia 4.DATA61, Sydney, NSW 2015, Australia
推荐引用方式 GB/T 7714	Wu, Qinghua,Li, Zhenyu,Tyson, Gareth,et al. Privacy-Aware Multipath Video Caching for Content-Centric Networks[J]. IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS,2016,34(8):2219-2230.
APA	Wu, Qinghua,Li, Zhenyu,Tyson, Gareth,Uhlig, Steve,Kaafar, Mohamed Ali,&Xie, Gaogang.(2016).Privacy-Aware Multipath Video Caching for Content-Centric Networks.IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS,34(8),2219-2230.
MLA	Wu, Qinghua,et al."Privacy-Aware Multipath Video Caching for Content-Centric Networks".IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS 34.8(2016):2219-2230.