Utility Optimal Scheduling for Coded Caching in General Topologies

被引:7
作者
Combes, Richard [1 ]
Ghorbel, Asma [1 ]
Kobayashi, Mari [1 ]
Yang, Sheng [1 ]
机构
[1] Cent Supelec, L2S, F-91190 Gif Sur Yvette, France
关键词
Caching; scheduling; wireless networks; CONTENT DELIVERY; FADING CHANNELS;
D O I
10.1109/JSAC.2018.2844622
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
We consider coded caching over the fading broadcast channel, where the users, equipped with a memory of finite size, experience asymmetric fading statistics. It is known that a naive application of coded caching over the channel at hand performs poorly especially in the regime of a large number of users due to a vanishing multicast rate. We overcome this detrimental effect by a careful design of opportunistic scheduling policies such that some utility function of the long-term average rates should be maximized while balancing fairness among users. In particular, we propose a threshold-based scheduling that requires only statistical channel state information and one-bit feedback from each user. More specifically, each user indicates via feedback whenever its SNR is above a threshold determined solely by the fading statistics and the fairness requirement. Surprisingly, we prove that this simple scheme achieves the optimal utility in the regime of a large number of users. Numerical examples show that our proposed scheme performs closely to the scheduling with full channel state information, but at a significantly reduced complexity.
引用
收藏
页码:1692 / 1705
页数:14
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