最小化RDMA的隐性成本

P. Frey, G. Alonso
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引用次数: 84

摘要

远程直接内存访问(RDMA)是一种在本地和远程计算机的应用程序内存之间直接移动数据的机制。通过绕过操作系统,RDMA显著降低了大型数据传输的CPU成本,并消除了跨缓冲区的中间复制,因此对于实现分布式应用程序非常有吸引力。随着以太网上RDMA (iWARP)硬件实现的出现,其优势变得更加明显。在本文中,我们分析了RDMA的适用性,并确定了其交互设置中的隐藏成本,如果不小心处理,则会消除任何性能优势,特别是在硬件实现中。从应用程序的角度来看,与基于TCP/IP的通信的主要区别在于,缓冲区管理必须由应用程序显式地完成。如果没有适当的优化,RDMA将失去其所有优势。我们详细讨论了这个问题,分析了哪些应用程序可以从RDMA中获益,提出了一些优化策略,并通过广泛的性能实验表明,这些优化对基于RDMA的应用程序的整体性能产生了实质性的影响。
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Minimizing the Hidden Cost of RDMA
Remote Direct Memory Access (RDMA) is a mechanism whereby data is moved directly between the application memory of the local and remote computer. In bypassing the operating system, RDMA significantly reduces the CPU cost of large data transfers and eliminates intermediate copying across buffers, thereby making it very attractive for implementing distributed applications. With the advent of hardware implementations of RDMA over Ethernet (iWARP), its advantages have become even more obvious. In this paper we analyze the applicability of RDMA and identify hidden costs in the setup of its interactions that, if not handled carefully, remove any performance advantage, especially in hardware implementations. From an application point of view, the major difference to TCP/IP based communication is that the buffer management has to be done explicitly by the application. Without the proper optimizations, RDMA loses all its advantages. We discuss the problem in detail, analyze what applications can profit from RDMA, present a number of optimization strategies, and show through extensive performance experiments that these optimizations make a substantial difference in the overall performance of RDMA based applications.
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