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Consistency in Non-Transactional Distributed Storage Systems

机译:非事务性分布式存储系统的一致性

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摘要

Over the years, different meanings have been associated to the wordconsistency in the distributed systems community. While in the '80s"consistency" typically meant strong consistency, later defined also aslinearizability, in recent years, with the advent of highly available andscalable systems, the notion of "consistency" has been at the same time bothweakened and blurred. In this paper we aim to fill the void in literature, by providing astructured and comprehensive overview of different consistency notions thatappeared in distributed systems, and in particular storage systems research, inthe last four decades. We overview more than 50 different consistency notions,ranging from linearizability to eventual and weak consistency, definingprecisely many of these, in particular where the previous definitions wereambiguous. We further provide a partial order among different consistencypredicates, ordering them by their semantic "strength", which we believe willreveal useful in future research. Finally, we map the consistency semantics todifferent practical systems and research prototypes. The scope of this paper is restricted to non-transactional semantics, i.e.,those that apply to single storage object operations. As such, our papercomplements the existing surveys done in the context of transactional, databaseconsistency semantics.
机译:多年来,分布式系统社区中的单词一致性已被赋予了不同的含义。尽管在80年代,“一致性”通常表示强一致性,但以后也定义为线性化,但近年来,随着高可用性和可伸缩系统的出现,“一致性”的概念同时被削弱和模糊。在本文中,我们旨在通过对过去四十年来分布式系统(尤其是存储系统研究)中出现的不同一致性概念进行结构化和全面的概述,以填补文献中的空白。我们概述了50多种不同的一致性概念,从线性化到最终和弱一致性,精确地定义了其中许多,尤其是在先前定义不明确的地方。我们进一步在不同的一致性谓词之间提供了部分顺序,通过它们的语义“强度”对它们进行排序,我们认为这对将来的研究很有用。最后,我们将一致性语义映射到不同的实际系统和研究原型。本文的范围仅限于非事务语义,即适用于单个存储对象操作的语义。这样,我们的论文可以补充在事务性,数据库一致性语义环境中进行的现有调查。

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