批处理阵列代码

IF 2.9 3区 计算机科学 Q3 COMPUTER SCIENCE, INFORMATION SYSTEMS IEEE Transactions on Information Theory Pub Date : 2024-12-09 DOI:10.1109/TIT.2024.3512933
Xiangliang Kong;Chen Wang;Yiwei Zhang
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引用次数: 0

摘要

批代码是一种专门为编码分布式存储系统和私有信息检索协议设计的代码。这些代码近年来受到了广泛关注,因为它们能够在分布式系统中实现高效和安全的存储。本文研究了批处理码的一种阵列码版本,称为批处理阵列码(batch array code, BAC)。在BAC的设置下,每个节点存储一个包含多个代码符号的桶,并在恢复请求的符号期间使用其桶中符号的本地计算线性组合进行响应。我们证明bac可以支持与原始批处理代码相同类型的请求,但减少了冗余。具体地说,我们建立了码长的信息理论下界,并提供了几种码结构,这些结构证实了某些参数体系下界的严密性。
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Batch Array Codes
Batch codes are a type of codes specifically designed for coded distributed storage systems and private information retrieval protocols. These codes have received much attention in recent years due to their ability to enable efficient and secure storage in distributed systems. In this paper, we study an array code version of the batch codes, which is called the batch array code (BAC). Under the setting of BAC, each node stores a bucket containing multiple code symbols and responds with a locally computed linear combination of the symbols in its bucket during the recovery of a requested symbol. We demonstrate that BACs can support the same type of requests as the original batch codes but with reduced redundancy. Specifically, we establish information theoretic lower bounds on the code lengths and provide several code constructions that confirm the tightness of the lower bounds for certain parameter regimes.
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来源期刊
IEEE Transactions on Information Theory
IEEE Transactions on Information Theory 工程技术-工程:电子与电气
CiteScore
5.70
自引率
20.00%
发文量
514
审稿时长
12 months
期刊介绍: The IEEE Transactions on Information Theory is a journal that publishes theoretical and experimental papers concerned with the transmission, processing, and utilization of information. The boundaries of acceptable subject matter are intentionally not sharply delimited. Rather, it is hoped that as the focus of research activity changes, a flexible policy will permit this Transactions to follow suit. Current appropriate topics are best reflected by recent Tables of Contents; they are summarized in the titles of editorial areas that appear on the inside front cover.
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