[解决方案]Matchmaker Paxos:一个可重构的共识协议

J. Syst. Res. Pub Date : 2021-09-22 DOI:10.5070/sr31154842
Michael J. Whittaker, N. Giridharan, Adriana Szekeres, J. Hellerstein, H. Howard, Faisal Nawab, I. Stoica
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引用次数: 0

摘要

本文提出了Matchmaker Paxos/Multi-Paxos,一种具有垂直重构的容错共识实现和状态机复制系统。主要贡献是重新配置协议,这是共识实现的关键组成部分,经常被研究界忽视,但在实践中至关重要。审稿人共享相同的共同反馈,该论文是相关的,并且代表了对达成共识的高性能重构技术文献的有价值的补充。状态机复制协议,如MultiPaxos和Raft,是许多分布式系统的核心。为了容忍机器故障,这些协议必须用新机器替换故障的机器,这个过程称为重新配置。随着时间的推移,随着频繁重新配置需求的增长,重新配置变得越来越重要。尽管如此,在文献中重构在很大程度上被忽视了。在本文中,我们提出了Matchmaker Paxos和Matchmaker MultiPaxos,分别是一种可重构的共识协议和状态机复制协议。我们的协议可以在对命令处理的延迟或吞吐量几乎没有影响的情况下执行重新配置;它们可以在几毫秒内完成一次重新配置;它们提供了一个可以推广到其他复制协议的框架,这是以前的重新配置技术所不能做到的。我们提供了协议和优化的正确性证明,并提供了来自开源实现的经验结果,表明吞吐量和延迟在重新配置期间不会发生显着变化。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
[Solution] Matchmaker Paxos: A Reconfigurable Consensus Protocol
The paper presents Matchmaker Paxos/Multi-Paxos, a crash fault-tolerant consensus implementation and state machine replication system with vertical reconfiguration. The main contribution is the reconfiguration protocol, a critical component of Consensus implementations that is often overlooked by the research community, but that is critical in practice. Reviewers share the same common feedback, the paper is relevant and represents a valuable addition to the literature of high-performance reconfiguration techniques for consensus. Abstract State machine replication protocols, like MultiPaxos and Raft, are at the heart of numerous distributed systems. To tolerate machine failures, these protocols must replace failed machines with new machines, a process known as reconfiguration. Reconfiguration has become increasingly important over time as the need for frequent reconfiguration has grown. Despite this, reconfiguration has largely been neglected in the literature. In this paper, we present Matchmaker Paxos and Matchmaker MultiPaxos, a reconfigurable consensus and state machine replication protocol respectively. Our protocols can perform a reconfiguration with little to no impact on the latency or throughput of command processing; they can perform a reconfiguration in a few milliseconds; and they present a framework that can be generalized to other replication protocols in a way that previous reconfiguration techniques can not. We provide proofs of correctness for the protocols and optimizations, and present empirical results from an open source implementation showing that throughput and latency do not change significantly during a reconfiguration.
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