Efficient Synchronization of CRDTs using VCube-PS

PROCEEDINGS OF12TH LATIN-AMERICAN SYMPOSIUM ON DEPENDABLE AND SECURE COMPUTING, LADC 2023(2023)

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摘要
This work presents VCube-Sync, a distributed datastore that uses the VCube virtual topology to maintain Conflict-free Replicated Data Types (CRDT). CRDT can ensure consistency in a deterministic and conflict-free manner. The VCube has been previously used to implement multiple distributed systems abstractions, due to its properties, in particular fault tolerance and logarithmic latency. The VCube-Sync protocol presented in the present work is based on VCube-PS, a publish-subscribe system based on VCube. VCube-Sync exploits the synergy between VCube-PS and replication systems. Evaluation experiments with VCube-Sync in the context of operations-based CRDTs were performed on the Grid5000 testbed under various loads and network distributions. The experiments include comparisons with EcoSyncTree, another replication protocol recently proposed. The results show that VCube-Sync offers superior performance in terms of latency, scalability, and bandwidth.
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关键词
Conflict-Free Replication Data Types,vCube,replication,distributed algorithms
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