How Much Can D2D Communication Reduce Content Delivery Latency in Fog Networks With Edge Caching?

被引:18
作者
Karasik, Roy [1 ]
Simeone, Osvaldo [2 ]
Shitz, Shlomo Shamai [1 ]
机构
[1] Technion Israel Inst Technol, Dept Elect Engn, IL-32000 Haifa, Israel
[2] Kings Coll London, Ctr Telecommun Res, Dept Informat, London WC2R 2LS, England
基金
欧洲研究理事会;
关键词
Device-to-device communication; Interference; Libraries; Transmitters; Receivers; Downlink; Measurement; Caching; D2D communication; F-RAN; C-RAN; latency; zero-forcing; interference alignment; FUNDAMENTAL LIMITS; RESEARCH ISSUES; CLOUD; COOPERATION; FREEDOM; CHANNEL;
D O I
10.1109/TCOMM.2019.2962769
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
A Fog-Radio Access Network (F-RAN) is studied in which cache-enabled Edge Nodes (ENs) with dedicated fronthaul connections to the cloud aim at delivering contents to mobile users. Using an information-theoretic approach, this work tackles the problem of quantifying the potential latency reduction that can be obtained by enabling Device-to-Device (D2D) communication over out-of-band broadcast links. Following prior work, the Normalized Delivery Time (NDT) - a metric that captures the high signal-to-noise ratio worst-case latency - is adopted as the performance criterion of interest. Joint edge caching, downlink transmission, and D2D communication policies based on compress-and-forward are proposed that are shown to be information-theoretically optimal to within a constant multiplicative factor of two for all values of the problem parameters, and to achieve the minimum NDT for a number of special cases. The analysis provides insights on the role of D2D cooperation in improving the delivery latency.
引用
收藏
页码:2308 / 2323
页数:16
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