The Advantages of Grouping Method for Repeated Requests in Coded Caching

Qiaoling Zhang, Lei Zheng, Minquan Cheng, Qingchun Chen
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Abstract

Recently, coded caching has been widely studied due to its ability of significantly reducing the amount of transmissions (i.e., rate) during peak-traffic time. While to achieve this rate, each file is divided into a number of packets, which is even exponentially increasing with users. In practice, we prefer to design a coded caching scheme to achieve smaller rate with lower packet number. In order to reduce the packet number, the well known grouping method has been proposed by Shanmugam et al. in [1] and generated by Cheng et al. in [2]. However, the rate of the scheme obtained by grouping method is very large since there is no multicasting gain generated between different user groups. Thus, many other schemes have been investigated from other perspective. In this paper, we will show that when some files are requested more than once, the scheme obtained by grouping method has a smaller rate and smaller packet numbers than that of some other improved schemes.
编码缓存中重复请求分组方法的优点
最近,由于编码缓存能够在高峰流量期间显著减少传输量(即速率),因此得到了广泛的研究。而为了达到这个速率,每个文件被分成若干个数据包,甚至随着用户的增加呈指数级增长。在实践中,我们倾向于设计一种编码缓存方案,以实现更小的速率和更少的包数。为了减少包数,Shanmugam等人在[1]中提出了著名的分组方法,Cheng等人在[2]中生成了分组方法。然而,由于不同用户组之间不产生组播增益,采用分组方法获得的方案的速率非常大。因此,许多其他方案已经从其他角度进行了研究。在本文中,我们将证明,当某些文件被多次请求时,用分组方法得到的方案比其他一些改进方案具有更小的速率和更小的包数。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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