分布式存储中的多版本编码

Zhiying Wang, V. Cadambe
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引用次数: 4

摘要

我们研究了一个由在分布式存储系统中存储多个版本的数据对象引起的信息理论问题。具体来说,在有n个服务器节点的存储系统中,有v个独立的消息版本,每个服务器接收的消息值对应于版本的任意子集。假设这些版本是完全有序的。每个服务器都不知道其他服务器上的版本集,并且旨在对与其拥有的版本对应的值进行编码。我们研究的代码中,从任意c个节点的集合(c <;N),根据版本顺序,在这组c个节点上可用的最高公共版本对应的值是可解码的。我们的目标是设计最小化存储成本的代码。本文给出了两个主要结果。首先,我们表明存储成本的下限为1 - (1 - 1/c)υ,以值的位数来衡量。其次,对于υ = 2和υ = 3的情况,我们提供了新的代码结构,分别实现了(2c-1)/c2和(3c-2)/c2的存储成本,以值的位数来衡量。我们的代码结构很简单,因为我们没有跨版本编写代码。我们认为,当版本数υ远大于c时,复制接近最优。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Multi-version coding in distributed storage
We investigate an information theoretic problem motivated by storing multiple versions of a data object in distributed storage systems. Specifically, in a storage system with n server nodes, where there are v independent message versions, each server receives message values corresponding to some arbitrary subset of the versions. The versions are assumed to be totally ordered. Each server is unaware of the set of versions at the other servers, and aims to encode the values corresponding to the versions it has. We investigate codes where, from any set of c nodes (c <; n), the value corresponding to the highest common version, as per the version ordering, available at this set of c nodes is decodable. We aim to design codes that minimize the storage cost. We present two main results in this paper. First, we show that the storage cost is lower bounded by 1 - (1 - 1/c)υ, measured in terms of the bits of the values. Second, for the cases of υ = 2 and υ = 3, we provide new code constructions that respectively achieve storage costs of (2c-1)/c2 and (3c-2)/c2, measured in terms of the bits of the values. Our code constructions are simple in that we do not code across versions. We argue that when the number of versions υ is much larger than c, then replication is close to optimal.
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