对(4,5)缓存网络的确切内存率权衡

P. VijithKumarK., B. K. Rai, T. Jacob
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引用次数: 2

摘要

编码缓存的概念是由Maddah-Ali和Niesen在演示缓存系统中编码的实用程序时引入的。自从他们的开创性工作以来,已经提出了几种方案来描述缓存问题的最佳内存速率权衡。在本文中,我们考虑(4,5)缓存网络,其中服务器有四个文件,每个文件大小为F位,并且五个用户通过公共共享链路连接到服务器。我们考虑服务器中的每个文件至少由一个用户请求的需求。对于这个缓存网络,我们推导了小缓存区域的改进下界,其中缓存大小在$\displaystyle \frac{1}{5}F$位到$\displaystyle \frac{4}{5}F$位的范围内。我们还介绍了一种新的缓存方案来实现内存速率对$\left(\displaystyle \frac{61}{20},\frac{1}{4}\right)$。然后,我们推导了缓存区域的新下界,其中缓存大小在$\displaystyle \frac{61}{20}F$位到$\displaystyle \frac{16}{5}F$位的范围内,以证明所提出方案的最优性。
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Towards the Exact Memory Rate Tradeoff for the (4,5) Cache Network
The notion of coded caching was introduced by Maddah-Ali and Niesen when they demonstrated the utility of coding in caching systems. Since their seminal work, several schemes have been proposed to characterize optimal memory rate tradeoff to the caching problems. In this paper, we consider the (4, 5) cache network where the server has four files, each of size F bits, and five users are connected to the server through a common shared link. We consider the demands where each file in the server is requested by at least one user. For this cache network, we derive an improved lower bound for the small cache region, where the cache size in the range of $\displaystyle \frac{1}{5}F$ bits to $\displaystyle \frac{4}{5}F$ bits. We also introduce a new caching scheme to achieve the memory rate pair $\left(\displaystyle \frac{61}{20},\frac{1}{4}\right)$. We then derive a new lower bound for the cache region where cache size in the range of $\displaystyle \frac{61}{20}F$ bits to $\displaystyle \frac{16}{5}F$ bits to prove the optimality of the proposed scheme.
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