Composing and decomposing op-based CRDTs with semidirect products: (summary)

M. Weidner, Heather Miller, Christopher S. Meiklejohn
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引用次数: 3

Abstract

Operation-based Conflict-free Replicated Data Types (CRDTs) are eventually consistent replicated data types that automatically resolve conflicts between concurrent operations. Opbased CRDTs must be designed differently for each data type, and current designs use ad-hoc techniques to handle concurrent operations that do not naturally commute.We present a new construction, the semidirect product of op-based CRDTs, which combines the operations of two CRDTs into one while handling conflicts between their concurrent operations in a uniform way. We demonstrate the construction's utility by decomposing several existing CRDTs as semidirect products of simpler CRDTs, as well as by using it to construct novel CRDTs. Although it reproduces common CRDT semantics, the semidirect product can be viewed as a restricted kind of operational transformation, thus forming a bridge between the two fields.
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半直接积基于op的crdt的组成与分解:(摘要)
基于操作的无冲突复制数据类型(crdt)是最终一致的复制数据类型,可自动解决并发操作之间的冲突。基于操作的crdt必须针对每种数据类型进行不同的设计,目前的设计使用特殊技术来处理不能自然交换的并发操作。我们提出了一种新的结构,即基于op的半直接积的crdt,它将两个crdt的操作合并为一个,同时以统一的方式处理它们并发操作之间的冲突。我们通过将几个现有的crdt分解为更简单的crdt的半直接产物,以及使用它来构建新的crdt来证明该结构的实用性。虽然它再现了常见的CRDT语义,但半直积可以被视为一种受限的操作变换,从而形成了两个领域之间的桥梁。
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On combining fault tolerance and partial replication with causal consistency Preserving reciprocal consistency in distributed graph databases A low-cost set CRDT based on causal lengths Moving elements in list CRDTs Composing and decomposing op-based CRDTs with semidirect products: (summary)
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