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arXiv 1611.04022cs.DC
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部分复制的时间戳

Timestamps for Partial Replication

Zhuolun Xiang, Nitin H. Vaidya

摘要:

利用向量时间戳维护分布式共享存储系统中的因果一致性已经受到理论和实践的广泛关注。然而,大多数以前的文献集中在完整复制,其中每个数据存储在所有副本中,由于数据量的增加,这可能是不可伸缩的。在这份报告中,我们研究如何实现因果一致性的部分复制系统,其中每个副本可能存储不同的数据集。提出了一种基于向量时间戳的因果依赖跟踪算法。我们的算法在时间戳大小方面的成本随着副本共享数据的方式以及每个客户端访问的副本集的函数而变化。我们还建立了我们的算法与以前的工作完全复制之间的连接。

英文摘要:

Maintaining causal consistency in distributed shared memory systems using vector timestamps has received a lot of attention from both theoretical and practical prospective. However, most of the previous literature focuses on full replication where each data is stored in all replicas, which may not be scalable due to the increasing amount of data. In this report, we investigate how to achieve causal consistency in partial replicated systems, where each replica may store different set of data. We propose an algorithm that tracks causal dependencies via vector timestamp in client-server model for partial replication. The cost of our algorithm in terms of timestamps size varies as a function of the manner in which the replicas share data, and the set of replicas accessed by each client. We also establish a connection between our algorithm with the previous work on full replication.

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