Coded caching is an emerging technique to reduce the data transmission load during the peak-traffic times. In such a scheme, each file in the data center or library is usually divided into a number of packets to pursue a low broadcasting rate based on the designed placements at each user's cache. However, the implementation complexity of this scheme increases as the number of packets increases. It is crucial to design a scheme with a small subpacketization level, while maintaining a relatively low transmission rate. It is known that the design of caches in users (i.e., the placement phase) and broadcasting (i.e., the delivery phase) can be unified in one matrix, namely the placement delivery array (PDA). This paper proposes a novel PDA construction by selecting proper orthogonal arrays (POAs), which generalizes some known constructions but with a more flexible memory size. Based on the proposed PDA construction, an effective transformation is further proposed to enable a coded caching scheme to have a smaller subpacketization level. Moreover, two new coded caching schemes with the coded placement are considered. It is shown that the proposed schemes yield a lower subpacketization level and transmission rate over some existing schemes.
翻译:代码化缓存是减少高峰交易时间数据传输负荷的一种新兴技术。 在这样一种办法中,数据中心或图书馆的每个文件通常分成若干包,以便根据每个用户缓存处的设计位置追求低广播率。 但是,随着包包数量的增加,这个办法的实施复杂性会增加。 设计一个小型子包装水平的方案,同时保持相对较低的传输率。 人们知道,用户(即安置阶段)和广播(即交付阶段)的缓存设计可以统一在一个矩阵中,即投放交付阵列(PDA)中。本文提出一个新的PDA结构,选择适当的或多层阵列(POAs),该阵列将一些已知的构造概括化,但内存的大小更灵活。根据拟议的PDA结构,进一步提议进行有效的转换,使编码化的缓存计划能够有一个较小的子包装水平。此外,还考虑了两个与代码化放置阵列阵列(PDA)有关的新的代码化缓存计划。 该文件建议采用较低的子组合方案。