AllConcur:无领导并发原子广播

Marius Poke, T. Hoefler, C. W. Glass
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引用次数: 17

摘要

许多分布式系统需要相关组件之间的协调。随着此类系统的稳定增长,故障的概率也在增加,这就需要可伸缩的容错协议协议。对于这种场景,最常见的实际协议协议是基于leader的原子广播。在这项工作中,我们提出了AllConcur,这是一个分布式系统,通过无领导并发原子广播算法提供协议,因此不会受到中央协调器的瓶颈。在AllConcur中,所有组件通过逻辑覆盖网络并发地交换消息,该网络采用早期终止来最小化协议延迟。我们的AllConcur实现支持标准的基于套接字的TCP以及高性能的InfiniBand动词通信。AllConcur每秒最多可以处理1.35亿个请求,吞吐量比目前标准的基于leader的协议(如Libpaxos)高17倍。因此,AllConcur在现有解决方案方面具有很强的竞争力,并且由于其分散的方法,可以在各种领域实现迄今为止无法实现的系统设计。
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AllConcur: Leaderless Concurrent Atomic Broadcast
Many distributed systems require coordination between the components involved. With the steady growth of such systems, the probability of failures increases, which necessitates scalable fault-tolerant agreement protocols. The most common practical agreement protocol, for such scenarios, is leader-based atomic broadcast. In this work, we propose AllConcur, a distributed system that provides agreement through a leaderless concurrent atomic broadcast algorithm, thus, not suffering from the bottleneck of a central coordinator. In AllConcur, all components exchange messages concurrently through a logical overlay network that employs early termination to minimize the agreement latency. Our implementation of AllConcur supports standard sockets-based TCP as well as high-performance InfiniBand Verbs communications. AllConcur can handle up to 135 million requests per second and achieves 17x higher throughput than today's standard leader-based protocols, such as Libpaxos. Thus, AllConcur is highly competitive with regard to existing solutions and, due to its decentralized approach, enables hitherto unattainable system designs in a variety of fields.
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