多核web服务器的性能可扩展性

Bryan Veal, A. Foong
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引用次数: 95

摘要

今天的大型多核Internet服务器支持数千个并发连接或窗体。未来服务器平台的计算能力将依赖于越来越多的核心。确保性能随核心而变化的关键是确保系统软件和硬件的设计能够充分利用独立网络中固有的并行性。本文确定了商业服务器平台上参考服务器工作负载的可伸缩性的主要瓶颈。然而,商业web服务器上的性能扩展被证明是难以捉摸的。我们确定,在运行修改后的SPEC-web2005支持工作负载的web服务器上,吞吐量在8核上仅扩展了4.8倍。我们的结果表明,操作系统、TCP/IP堆栈和应用程序都很好地利用了低级并行性,几乎没有例外,负载不平衡和共享缓存对性能的影响很小。消除了这些潜在的瓶颈后,我们确定性能扩展受到地址总线容量的限制,地址总线在所有八个核心上都饱和了。如果解决了这个关键障碍,商业web服务器和系统软件就可以很好地扩展到大量的核心。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Performance scalability of a multi-core web server
Today's large multi-core Internet servers support thousands of concurrent connections or ows. The computation ability of future server platforms will depend on increasing numbers of cores. The key to ensure that performance scales with cores is to ensure that systems software and hardware are designed to fully exploit the parallelism that is inherent in independent network ows. This paper identifies the major bottlenecks to scalability for a reference server workload on a commercial server platform. However, performance scaling on commercial web servers has proven elusive. We determined that on web server running a modified SPEC-web2005 Support workload, throughput scales only 4.8 x on eight cores. Our results show that the operating system, TCP/IP stack, and application exploited ow-level parallelism well with few exceptions, and that load imbalance and shared cache affected performance little. Having eliminated these potential bottlenecks, we determined that performance scaling was limited by the capacity of the address bus, which became saturated on all eight cores. If this key obstacle is addressed, commercial web server and systems software are well-positioned to scale to a large number of cores.
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