缓存辅助多用户PIR的基本限制:双消息双用户情况

Xiang Zhang, Kai Wan, Hua Sun, Mingyue Ji, G. Caire
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引用次数: 0

摘要

本文研究了缓存辅助多用户私有信息检索(MuPIR)问题,重点研究了两个消息、两个用户和任意数量数据库的特殊情况,其中用户对消息有不同的需求。我们通过提出一种新的可实现方案和紧逆来表征所考虑的MuPIR问题的最优内存负载权衡。所提出的可实现方案采用了同一作者在文献中开发的缓存辅助干涉对齐(CIA)的思想。提议的反向使用树状解码结构来结合用户的可解码性和隐私需求。虽然缓存辅助MuPIR问题的最佳表征通常具有挑战性,但这项工作为理解缓存辅助MuPIR问题的一般结构提供了见解。
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Fundamental Limits of Cache-aided Multiuser PIR: The Two-message Two-user Case
We consider the cache-aided multiuser private information retrieval (MuPIR) problem with a focus on the special case of two messages, two users and arbitrary number of databases where the users have distinct demands of the messages. We characterize the optimal memory-load trade-off for the considered MuPIR problem by proposing a novel achievable scheme and a tight converse. The proposed achievable scheme uses the idea of cache-aided interference alignment (CIA) developed in the literature by the same authors. The proposed converse uses a tree-like decoding structure to incorporate both the decodability and privacy requirements of the users. While the optimal characterization of the cache-aided MuPIR problem is challenging in general, this work provides insight into understanding the general structure of the cache-aided MuPIR problem.
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