Centralized Coded Caching with Heterogeneous Cache Sizes

被引:0
|
作者
Ibrahim, Abdelrahman M. [1 ]
Zewail, Ahmed A. [1 ]
Yener, Aylin [1 ]
机构
[1] Penn State Univ, Wireless Commun & Networking Lab, Elect Engn & Comp Sci Dept, University Pk, PA 16802 USA
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中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
Coded caching can improve fundamental limits of communication, utilizing storage memory at individual users. This paper considers a centralized coded caching system, introducing heterogeneous cache sizes at the users, i.e., the users' cache memories are of different size. The goal is to design cache placement and delivery policies that minimize the worst-case delivery load on the server. To that end, the paper proposes an optimization framework for cache placement and delivery schemes which explicitly accounts for the heterogeneity of the cache sizes. We also characterize explicitly the optimal caching scheme, for the case where the sum of the users' cache sizes is smaller than or equal to the library size.
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页数:6
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