On the Performance of Using Parallel State Machine Replication to Implement Blockchains

Aldenio Burgos, E. Alchieri, F. Dotti
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引用次数: 1

Abstract

State Machine Replication (SMR) and blockchains share the same goal of keeping a consistent state replicated across a set of replicas. However, there are some subtle differences between these techniques. In particular, using a SMR framework as a building block to implement blockchains significantly impacts performance due to the sequential execution model of traditional SMRs, i.e., all transactions are sequentially executed. This work presents a case study about the use of a parallel SMR (PSMR) to implement blockchains. In a PSMR, some transactions can be executed in parallel, for instance those addressed to different accounts. More specifically, we implemented a payment system and conducted a set of experiments to show that, by using a PSMR, it is possible to circumvent the previously described performance limitation, i.e., the performance of the resulting system increases substantially, i.e., up to 22×, when compared to a traditional sequential SMR.
利用并行状态机复制实现区块链的性能研究
状态机复制(SMR)和区块链具有相同的目标,即在一组副本中保持一致的状态复制。然而,这些技术之间存在一些微妙的差异。特别是,使用SMR框架作为构建块来实现区块链,由于传统SMR的顺序执行模型,即所有事务都是顺序执行的,因此会显著影响性能。这项工作提出了一个关于使用并行SMR (PSMR)来实现区块链的案例研究。在PSMR中,一些事务可以并行执行,例如那些发送到不同帐户的事务。更具体地说,我们实现了一个支付系统,并进行了一组实验,以表明,通过使用PSMR,有可能绕过前面描述的性能限制,即,与传统的顺序SMR相比,最终系统的性能大幅提高,即高达22倍。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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