复制实时数据库的自稳定和最终一致性

S. Gustavsson, S. F. Andler
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引用次数: 30

摘要

分布式数据库通常对数据副本有严格的一致性要求,这意味着它们不允许在事务边界之外发散。对于某些应用程序,这太悲观了,为了获得更高的可用性、性能或可预测性,通常最好放弃一致性。在本文中,我们描述了一种分布式数据库的最终一致性复制协议;如果可以保证系统最终收敛到一致状态,则允许副本发散。我们还比较了最终一致性和自稳定,并概述了自稳定理论如何有助于证明最终一致性系统的性质。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Self-stabilization and eventual consistency in replicated real-time databases
Distributed databases generally have strict consistency requirements on data replicas, meaning that they are not allowed to diverge outside of transaction boundaries. For certain applications, this is too pessimistic, and it is often better to trade off consistency for higher availability, performance, or predictability. In this paper, we describe a replication protocol for a distributed database which is eventually consistent; it allows replicas to diverge if the system can be guaranteed to eventually converge to a consistent state. We also compare eventual consistency to self-stabilization, and outline how self-stabilization theory may help in proving properties of eventually consistent systems.
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