On the Optimality of Coded Caching With Heterogeneous User Profiles

被引:0
|
作者
Brunero, Federico [1 ]
Elia, Petros [1 ]
机构
[1] EURECOM, Commun Syst Dept, Sophia Antipolis, France
基金
欧洲研究理事会;
关键词
Coded caching; file popularity; heterogeneous profiles; information-theoretic converse; user preferences; GAINS;
D O I
10.1109/ITW54588.2022.9965826
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In this paper, we consider a coded caching scenario where users have heterogeneous interests. Taking into consideration the system model originally proposed by Wang and Peleato, for which the end-receiving users are divided into groups according to their file preferences, we develop a novel information-theoretic converse on the worst-case communication load under uncoded cache placement. Interestingly, the developed converse bound, jointly with one of the coded schemes proposed by Wang and Peleato, allows us to characterize the optimal worst-case communication load under uncoded prefetching within a constant multiplicative gap of 2. Although we restrict the caching policy to be uncoded, our work improves the previously known order optimality results for the considered caching problem.
引用
收藏
页码:166 / 171
页数:6
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