Privacy-aware Multipath Video Caching for Content-Centric Networks

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Qinghuq, Wu; Li, Zhenyu; Tyson, Gareth; Uhlig, Steve; Kaafar, Dali; Xie, Gaogang


2016


Journal Article


IEEE Journal on Selected Areas in Communications


34


8


2219-2230


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 analyse 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 dataset of video access logs from a large-scale commercial video service. Our results demonstrate that, compared with existing CCN strategies, CodingCache is able to increase the cache hit rate while also improve the use of the caches across the network, together with reasonable cache privacy. Furthermore, we show that CodingCache is complementary to existing caching strategies, providing the combined benefits of coding and advanced caching.


Privacy; Video Delivery; Future Internet; Content Centric Networking; Network Coding


https://doi.org/10.1109/JSAC.2016.2577321


English


nicta:9225


Qinghuq, Wu; Li, Zhenyu; Tyson, Gareth; Uhlig, Steve; Kaafar, Dali; Xie, Gaogang. Privacy-aware Multipath Video Caching for Content-Centric Networks. IEEE Journal on Selected Areas in Communications. 2016; 34(8):2219-2230. <a href="https://doi.org/10.1109/JSAC.2016.2577321" target="_blank">https://doi.org/10.1109/JSAC.2016.2577321</a>



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