Content Cache Placement for Scalable Video in Heterogeneous Wireless Network

To alleviate the pressure brought by the explosion of mobile video traffic on present cellular networks, small cell base stations (SBSs) with caching ability are introduced. In this letter, we consider the caching strategy of scalable video coding streaming over heterogeneous wireless network containing SBSs. We formulate an integer programming problem to minimize the average download time under the constraint of cache size at each SBS, and show that finding the optimal caching placement strategy is NP-hard. Heuristic solution was proposed based on the convex programming relaxation, which reveals the structural properties of cache allocation for each video. Simulation results demonstrate that our proposed caching strategies acquire significant performance gain compared with conventional caching policy.

[1]  Ying Chen,et al.  Overview of the Multiview and 3D Extensions of High Efficiency Video Coding , 2016, IEEE Transactions on Circuits and Systems for Video Technology.

[2]  Bin Xia,et al.  Energy efficiency in wireless cooperative caching networks , 2014, 2014 IEEE International Conference on Communications (ICC).

[3]  Rose Qingyang Hu,et al.  An energy efficient and spectrum efficient wireless heterogeneous network framework for 5G systems , 2014, IEEE Communications Magazine.

[4]  Gan Zheng,et al.  Optimization of Hybrid Cache Placement for Collaborative Relaying , 2017, IEEE Communications Letters.

[5]  Ramesh K. Sitaraman,et al.  Trade-offs in optimizing the cache deployments of CDNs , 2014, IEEE INFOCOM 2014 - IEEE Conference on Computer Communications.

[6]  Tony Q. S. Quek,et al.  Cooperative Caching and Transmission Design in Cluster-Centric Small Cell Networks , 2016, IEEE Transactions on Wireless Communications.

[7]  Geoffrey Ye Li,et al.  Energy-Efficient Small Cell With Spectrum-Power Trading , 2016, IEEE Journal on Selected Areas in Communications.

[8]  Alexandros G. Dimakis,et al.  FemtoCaching: Wireless Content Delivery Through Distributed Caching Helpers , 2013, IEEE Transactions on Information Theory.

[9]  Minghua Chen,et al.  Understanding Performance of Edge Content Caching for Mobile Video Streaming , 2017, IEEE Journal on Selected Areas in Communications.

[10]  Meixia Tao,et al.  Modeling, Analysis, and Optimization of Coded Caching in Small-Cell Networks , 2017, IEEE Transactions on Communications.