Graphite:一个多核的分布式并行模拟器

Jason E. Miller, H. Kasture, George Kurian, Charles Gruenwald, Nathan Beckmann, Christopher Celio, J. Eastep, A. Agarwal
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引用次数: 524

摘要

本文介绍了石墨开源分布式并行多核模拟器基础架构。石墨是为探索未来包含数十、数百甚至数千核的多核处理器而从头开始设计的。它为快速设计空间探索和软件开发提供了高性能。为了实现这一点,使用了几种技术,包括:直接执行、无缝多核和多机器分发以及松散同步。Graphite能够通过将模拟分布在多个商用Linux机器上来加速模拟。当使用多台机器时,它提供了一个具有单个共享地址空间的单个进程的假象,允许它运行现成的pthread应用程序,而无需修改源代码。我们的结果表明,石墨可以在10个8核服务器上模拟包含超过1000个核的目标架构。在许多情况下,随着机器数量的增加,性能也会随着接近线性的加速而增长。与本机执行相比,模拟速度低至41倍。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Graphite: A distributed parallel simulator for multicores
This paper introduces the Graphite open-source distributed parallel multicore simulator infrastructure. Graphite is designed from the ground up for exploration of future multi-core processors containing dozens, hundreds, or even thousands of cores. It provides high performance for fast design space exploration and software development. Several techniques are used to achieve this including: direct execution, seamless multicore and multi-machine distribution, and lax synchronization. Graphite is capable of accelerating simulations by distributing them across multiple commodity Linux machines. When using multiple machines, it provides the illusion of a single process with a single, shared address space, allowing it to run off-the-shelf pthread applications with no source code modification. Our results demonstrate that Graphite can simulate target architectures containing over 1000 cores on ten 8-core servers. Performance scales well as more machines are added with near linear speedup in many cases. Simulation slowdown is as low as 41× versus native execution.
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