Network-Coded Content Delivery in Femtocaching-Assisted Cellular Networks

Next-generation cellular networks are expected to be assisted by femtocaches (FCs), which collectively store the most popular files for the clients. Given any arbitrary non-fragmented placement of such files, a strict no-latency constraint, and clients' prior knowledge, new file download requests could be efficiently handled by both the FCs and the macrocell base station (MBS) using opportunistic network coding (ONC). In this paper, we aim to find the best allocation of coded file downloads to the FCs so as to minimize the MBS involvement in this download process. We first formulate this optimization problem over an ONC graph, and show that it is NP-hard. We then propose a greedy approach that maximizes the number of files downloaded by the FCs, with the goal to reduce the download share of the MBS. This allocation is performed using a dual conflict ONC graph to avoid conflicts among the FC downloads. Simulations show that our proposed scheme almost achieves the optimal performance and significantly saves on the MBS bandwidth.

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

[2]  Urs Niesen,et al.  Fundamental Limits of Caching , 2014, IEEE Trans. Inf. Theory.

[3]  Urs Niesen,et al.  Decentralized coded caching attains order-optimal memory-rate tradeoff , 2013, 2013 51st Annual Allerton Conference on Communication, Control, and Computing (Allerton).

[4]  Maarten van Steen,et al.  Graph Theory and Complex Networks: An Introduction , 2010 .

[5]  Giuseppe Caire,et al.  Optimal throughput-outage trade-off in wireless one-hop caching networks , 2013, 2013 IEEE International Symposium on Information Theory.

[6]  Shahrokh Valaee,et al.  An Adaptive Network Coded Retransmission Scheme for Single-Hop Wireless Multicast Broadcast Services , 2011, IEEE/ACM Transactions on Networking.

[7]  Alexandros G. Dimakis,et al.  Femtocaching and device-to-device collaboration: A new architecture for wireless video distribution , 2012, IEEE Communications Magazine.

[8]  C. S. Edwards,et al.  Lower bounds for the clique and the chromatic numbers of a graph , 1983, Discret. Appl. Math..