AVA: Fault-tolerant Reconfigurable Geo-Replication on Heterogeneous Clusters

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發表在:arXiv.org (Dec 2, 2024), p. n/a
主要作者: Mane, Tejas
其他作者: Li, Xiao, Sadoghi, Mohammad, Lesani, Mohsen
出版:
Cornell University Library, arXiv.org
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100 1 |a Mane, Tejas 
245 1 |a AVA: Fault-tolerant Reconfigurable Geo-Replication on Heterogeneous Clusters 
260 |b Cornell University Library, arXiv.org  |c Dec 2, 2024 
513 |a Working Paper 
520 3 |a Fault-tolerant replicated database systems consume less energy than the compute-intensive proof-of-work blockchain. Thus, they are promising technologies for the building blocks that assemble global financial infrastructure. To facilitate global scaling, clustered replication protocols are essential in orchestrating nodes into clusters based on proximity. However, the existing approaches often assume a homogeneous and fixed model in which the number of nodes across clusters is the same and fixed, and often limited to a fail-stop fault model. This paper presents heterogeneous and reconfigurable clustered replication for the general environment with arbitrary failures. In particular, we present AVA, a fault-tolerant reconfigurable geo-replication that allows dynamic membership: replicas are allowed to join and leave clusters. We formally state and prove the safety and liveness properties of the protocol. Furthermore, our replication protocol is consensus-agnostic, meaning each cluster can utilize any local replication mechanism. In our comprehensive evaluation, we instantiate our replication with both HotStuff and BFT-SMaRt. Experiments on geo-distributed deployments on Google Cloud demonstrates that members of clusters can be reconfigured without considerably affecting transaction processing, and that heterogeneity of clusters may significantly improve throughput. 
653 |a Replication 
653 |a Transaction processing 
653 |a Clusters 
653 |a Fault tolerance 
653 |a Heterogeneity 
653 |a Reconfiguration 
653 |a Nodes 
700 1 |a Li, Xiao 
700 1 |a Sadoghi, Mohammad 
700 1 |a Lesani, Mohsen 
773 0 |t arXiv.org  |g (Dec 2, 2024), p. n/a 
786 0 |d ProQuest  |t Engineering Database 
856 4 1 |3 Citation/Abstract  |u https://www.proquest.com/docview/3140664100/abstract/embedded/6A8EOT78XXH2IG52?source=fedsrch 
856 4 0 |3 Full text outside of ProQuest  |u http://arxiv.org/abs/2412.01999