The Impact of RDMA on Agreement

M. Aguilera, N. Ben-David, R. Guerraoui, Virendra J. Marathe, I. Zablotchi
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引用次数: 38

Abstract

Remote Direct Memory Access (RDMA) is becoming widely available in data centers. This technology allows a process to directly read and write the memory of a remote host, with a mechanism to control access permissions. In this paper, we study the fundamental power of these capabilities. We consider the well-known problem of achieving consensus despite failures, and find that RDMA can improve the inherent trade-off in distributed computing between failure resilience and performance. Specifically, we show that RDMA allows algorithms that simultaneously achieve high resilience and high performance, while traditional algorithms had to choose one or another. With Byzantine failures, we give an algorithm that only requires n \geq 2f_P + 1 processes (where f_P is the maximum number of faulty processes) and decides in two (network) delays in common executions. With crash failures, we give an algorithm that only requires n \geq f_P + 1 processes and also decides in two delays. Both algorithms tolerate a minority of memory failures inherent to RDMA, and they provide safety in asynchronous systems and liveness with standard additional assumptions.
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RDMA对协议的影响
远程直接内存访问(RDMA)在数据中心的应用越来越广泛。该技术允许进程直接读写远程主机的内存,并具有控制访问权限的机制。在本文中,我们研究了这些能力的基本力量。我们考虑了众所周知的在失败情况下达成共识的问题,并发现RDMA可以改善分布式计算中故障恢复能力和性能之间的内在权衡。具体来说,我们表明RDMA允许算法同时实现高弹性和高性能,而传统算法必须选择其中一个。对于拜占庭故障,我们给出了一个算法,它只需要n \geq 2f_P + 1个进程(其中f_P是故障进程的最大数量),并在两个(网络)延迟中决定普通执行。对于崩溃失败,我们给出了一个算法,它只需要n \geq f_P + 1个进程,并且在两个延迟中决定。这两种算法都能容忍RDMA固有的少量内存故障,它们在异步系统中提供安全性,并在标准的附加假设下提供活动性。
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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