证明仅附加记忆:使对手信守诺言

Byung-Gon Chun, Petros Maniatis, S. Shenker, J. Kubiatowicz
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引用次数: 300

摘要

研究人员在提高集中式和复制式系统对任意(拜占庭式)故障的容错性方面取得了很大进展。然而,对于完全不受信任的组件,可以做多少事情是有严格限制的;例如,复制状态机不能容忍超过三分之一的副本人口是拜占庭式的。在本文中,我们将研究最小可信抽象如何以实际方式突破这些硬限制。我们提出了一种小型、易于实现和易于正式验证的可信系统设施A2M。A2M提供了可信日志的编程抽象,这使得协议设计不受模棱两可的影响——有故障的主机能够以不同的方式向不同的客户机或服务器撒谎——这是拜占庭式头痛的常见来源。使用A2M,我们改进了拜占庭容错复制状态机的最新技术,生成了支持A2M的协议(Castro和Liskov的PBFT的变体),即使在一半副本出错的情况下,它仍然保持正确(线性化)并继续取得进展(实时),这与之前的上限形成了对比。我们还提出了一个支持a2m的单服务器共享存储协议,该协议保证了服务器故障时的线性性。我们实现了A2M和我们的协议,通过微观和宏观基准测试对它们进行了实验评估,并认为改进的容错性对于广泛的使用是经济有效的,为实用的、更可靠的服务开辟了新的途径。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Attested append-only memory: making adversaries stick to their word
Researchers have made great strides in improving the fault tolerance of both centralized and replicated systems against arbitrary (Byzantine) faults. However, there are hard limits to how much can be done with entirely untrusted components; for example, replicated state machines cannot tolerate more than a third of their replica population being Byzantine. In this paper, we investigate how minimal trusted abstractions can push through these hard limits in practical ways. We propose Attested Append-Only Memory (A2M), a trusted system facility that is small, easy to implement and easy to verify formally. A2M provides the programming abstraction of a trusted log, which leads to protocol designs immune to equivocation -- the ability of a faulty host to lie in different ways to different clients or servers -- which is a common source of Byzantine headaches. Using A2M, we improve upon the state of the art in Byzantine-fault tolerant replicated state machines, producing A2M-enabled protocols (variants of Castro and Liskov's PBFT) that remain correct (linearizable) and keep making progress (live) even when half the replicas are faulty, in contrast to the previous upper bound. We also present an A2M-enabled single-server shared storage protocol that guarantees linearizability despite server faults. We implement A2M and our protocols, evaluate them experimentally through micro- and macro-benchmarks, and argue that the improved fault tolerance is cost-effective for a broad range of uses, opening up new avenues for practical, more reliable services.
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