4.5 Article

Full Coded Caching Gains for Cache-Less Users

期刊

IEEE TRANSACTIONS ON INFORMATION THEORY
卷 66, 期 12, 页码 7635-7651

出版社

IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
DOI: 10.1109/TIT.2020.3015348

关键词

Caching networks; coded caching; heterogeneous cache sizes; delivery rate; uncoded cache placement; index coding; MISO broadcast channel; network coding

资金

  1. European Research Council (ERC), through the EU Horizon 2020 Research and Innovation Program/ERC [725929]
  2. ERC Project DUALITY

向作者/读者索取更多资源

Within the context of coded caching, the work reveals the interesting connection between having multiple transmitters and having heterogeneity in the cache sizes of the receivers. Our work effectively shows that having multiple transmit antennas - while providing full multiplexing gains - can also simultaneously completely remove the performance penalties that are typically associated to cache-size unevenness. Focusing on the multiple-input single-output Broadcast Channel, the work first identifies the performance limits of the extreme case where cache-aided users coincide with users that do not have caches, and then expands the analysis to the case where both user groups are cache-aided but with heterogeneous cache-sizes. In the first case, the main contribution is a new algorithm that employs perfect matchings on a bipartite graph to offer full multiplexing as well as full coded-caching gains to both cache-aided as well as cache-less users. An interesting conclusion is that, starting from a single-stream centralized coded caching setting with normalized cache size gamma, then adding L antennas allows for the addition of up to approximately L/gamma extra cache-less users, at no added delay costs. Similarly surprising is the finding that, beginning with a single-antenna hybrid system (with both cache-less and cacheaided users), then adding L - 1 antennas to the transmitter, as well as endowing the cache-less users with a cumulative normalized cache size Gamma(2), increases the Degrees of Freedom by a multiplicative factor of up to Gamma(2) + L.

作者

我是这篇论文的作者
点击您的名字以认领此论文并将其添加到您的个人资料中。

评论

主要评分

4.5
评分不足

次要评分

新颖性
-
重要性
-
科学严谨性
-
评价这篇论文

推荐

暂无数据
暂无数据