网络数据包
确定性下推自动机
方案(数学)
上下界
计算机科学
传输(电信)
指数增长
算法
指数函数
计算机网络
离散数学
数学
理论计算机科学
电信
自动机
自动机理论
数学分析
非确定性有限自动机
作者
Jinyu Wang,Minquan Cheng,Qifa Yan,Xiaohu Tang
标识
DOI:10.1109/tcomm.2019.2893942
摘要
Ji et al. (IEEE TRANSACTIONS ON INFORMATION THEORY, 62(2): 849-869, 2016) first studied coded caching in device-to-device (D2D) networks, and proposed a D2D coded caching scheme, which is referred to as the JCM scheme. In practice, we prefer to design a scheme with its two important targets, i.e., the rate (the maximal total amount of transmission) and packet number F, as small as possible. In this paper, we first propose a simple array called D2D placement delivery array (DPDA) to characterize the placement phase and the delivery phase in D2D networks. Consequently, some D2D coded caching schemes can be realized by an appropriate DPDA. Second, a lower bound on the rate of a DPDA is derived. And, we show that the JCM scheme achieves our lower bound. However, it is well known that its packet number F increases exponentially with the number of users K. So, we propose two classes of new schemes by constructing DPDAs. One reduces the packet number exponentially with K compared with the JCM scheme while keeping the rate near to our lower bound. The other further reduces F to increasing sub-exponentially with K.
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