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Layered Hierarchical Caching for SVC-Based HTTP Adaptive Streaming over C-RAN | IEEE Conference Publication | IEEE Xplore
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Layered Hierarchical Caching for SVC-Based HTTP Adaptive Streaming over C-RAN


Abstract:

In recent decade, wireless networks face a large challenge of delivering HTTP adaptive streaming (HAS) due to the dramatic increase of traffic. Content caching is an effe...Show More

Abstract:

In recent decade, wireless networks face a large challenge of delivering HTTP adaptive streaming (HAS) due to the dramatic increase of traffic. Content caching is an effective method to relieve the burden of networks and has attracted considerable attention. Although some schemes have been investigated for content caching in cloud-based radio access networks (C-RAN), most of them were not designed for HAS. In this paper, we address the caching problem for SVC- based HAS over C-RAN. We propose a caching strategy with considering the layered property of video, the hierarchical caching architecture of C-RAN and the distribution of downloading rates. To our knowledge, no one has designed a caching scheme from such a perspective. A 0-1 programming problem is formulated to minimize the amount of backhaul traffic. Base on theoretical analysis and problem solving, a layered hierarchical caching algorithm is proposed which can provide an approximate ratio of 1#x002F;2. Simulation results are illustrated to show the effectiveness of our proposed method.
Date of Conference: 19-22 March 2017
Date Added to IEEE Xplore: 11 May 2017
ISBN Information:
Electronic ISSN: 1558-2612
Conference Location: San Francisco, CA, USA

References

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