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Prefetching and Multithreading Performance in Bus-Based Multiprocessors with Petri Nets

机译:Petri网的总线多处理器中的预取和多线程性能

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The large latency of memory accesses is a major obstacle in obtaining high processor utilization in large scale shared-memory multiprocessors. Access to remote memory is likely to be slow, compared to the ever-increasing speeds of processors. Thus, any scalable architecture must rely on techniques that can cope with the large latency of memory accesses to reduce/hide/toierate remote-memory-access latencies. In this paper, we shall consider two architectural techniques, that address the latency problem: Prefetching and Multithreading. We also intend to develop and analyse such techniques, using simple but useful analytical models that predict the performance benefits achievable on bus-based multiprocessors. First, we study the effects of various parameters such as latency, bandwidth, degree of prefetching on speed-up and network utilization of the system. Then, using a multilevel modeling methodology for Petri Nets, we show that multithreaded architectures have higher processor utilization, but offer a higher load to the interconnection network and the memory system.
机译:内存访问的大延迟是在大规模共享内存多处理器中获得高处理器利用率的主要障碍。与远处的处理器速度相比,访问远程内存可能会很慢。因此,任何可扩展的架构必须依赖于可以应对内存访问的大等待时间来减少/隐藏/加强远程存储器访问延迟的技术。在本文中,我们将考虑两种架构技术,解决延迟问题:预取和多线程。我们还打算使用简单但有用的分析模型来开发和分析这些技术,该模型预测总线的多处理器可实现的性能效益。首先,我们研究各种参数的影响,如延迟,带宽,预取的速度和网络利用率的预取程度。然后,使用对Petri网的多级建模方法,我们显示多线程架构具有更高的处理器利用率,但为互连网络和存储器系统提供更高的负载。

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