User-Space Communication: A Quantitative Study

S. Araki, A. Bilas, C. Dubnicki, J. Edler, K. Konishi, J. Philbin
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引用次数: 58

Abstract

Powerful commodity systems and networks offer a promising direction for high performance computing because they are inexpensive and they closely track technology progress. However, high, raw-hardware performance is rarely delivered to the end user. Previous work has shown that the bottleneck in these architectures is the overheads imposed by the software communication layer. To reduce these overheads, researchers have proposed a number of user-space communication models. The common feature of these models is that applications have direct access to the network, bypassing the operating system in the common case and thus avoiding the cost of send/receive system calls. In this paper we examine five user-space communication layers, that represent different points in the configuration space: Generic AM, BIP-0.92, FM-2.02, PM-1.2, and VMMC-2. Although these systems support different communication paradigms and employ a variety of different implementation tradeoffs, we are able to quantitatively compare them on a single testbed consisting of a cluster of high-end PCs connected by a Myrinet network. We find that all five communication systems have very low latency for small messages, in the range of 5 to 17 s. Not surprisingly, this range is strongly influenced by the functionality offered by each system. We are encouraged, however, to find that features such as protected and reliable communication at user level and multiprogramming can be provided at very low cost. Bandwidth, however, depends primarily on how data is transferred between host memory and the network. Most of the investigated libraries support zero-copy protocols for certain types of data transfers, but differ significantly in the bandwidth delivered to end users. The highest bandwidth, between 95 and 125 MBytes/s for long message transfers, is delivered by libraries that use DMA on both send and receive sides and avoid all data copies. Libraries that perform additional data copies or use programmed I/O to send data to the network achieve lower maximum bandwidth, in the range of 60-70 MBytes/s.
用户空间通信:定量研究
强大的商品系统和网络为高性能计算提供了一个有希望的方向,因为它们价格低廉,并且密切跟踪技术进步。然而,高的原始硬件性能很少交付给最终用户。以前的工作已经表明,这些体系结构中的瓶颈是软件通信层施加的开销。为了减少这些开销,研究人员提出了许多用户空间通信模型。这些模型的共同特点是应用程序可以直接访问网络,在通常情况下绕过操作系统,从而避免了发送/接收系统调用的成本。在本文中,我们研究了五个用户空间通信层,它们代表了配置空间中的不同点:Generic AM、BIP-0.92、FM-2.02、PM-1.2和vmc -2。尽管这些系统支持不同的通信范式,并采用各种不同的实现权衡,但我们能够在由myinet网络连接的高端pc集群组成的单个测试平台上定量地比较它们。我们发现所有五种通信系统对于小消息的延迟都非常低,在5到17秒的范围内。毫不奇怪,这个范围受到每个系统提供的功能的强烈影响。然而,我们鼓舞地发现,诸如用户级受保护和可靠的通信以及多道编程等特性可以以非常低的成本提供。然而,带宽主要取决于数据如何在主机内存和网络之间传输。大多数被调查的库都支持针对某些类型的数据传输的零复制协议,但在交付给最终用户的带宽方面差异很大。对于长消息传输,最高带宽在95到125 mb /s之间,由在发送端和接收端都使用DMA并避免所有数据副本的库提供。执行额外数据拷贝或使用编程I/O向网络发送数据的库可以获得较低的最大带宽,在60-70 mb /s的范围内。
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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