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An optimized conflict-free replicated set

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arxiv 1210.3368 v1 pith:UZOPOTD5 submitted 2012-10-11 cs.DC cs.DS

classification cs.DCcs.DS
keywords datareplicatedtypesabstractionconcurrentconflict-freeconsistencyaccordingly
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Eventual consistency of replicated data supports concurrent updates, reduces latency and improves fault tolerance, but forgoes strong consistency. Accordingly, several cloud computing platforms implement eventually-consistent data types. The set is a widespread and useful abstraction, and many replicated set designs have been proposed. We present a reasoning abstraction, permutation equivalence, that systematizes the characterization of the expected concurrency semantics of concurrent types. Under this framework we present one of the existing conflict-free replicated data types, Observed-Remove Set. Furthermore, in order to decrease the size of meta-data, we propose a new optimization to avoid tombstones. This approach that can be transposed to other data types, such as maps, graphs or sequences.

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Cited by 1 Pith paper

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  1. A Framework for Consistency Models in Distributed Systems

    cs.DC 2024-11 conditional novelty 8.0 of 10

    A new axiomatic framework unifies classic consistency models and proves CLAM, a trilemma showing wait-free distributed systems must sacrifice one of closed past, local visibility, or arbitration.

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