错过内存墙:处理器/内存集成的案例

Ashley Saulsbury, Fong Pong, A. Nowatzyk
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引用次数: 254

摘要

当前的高性能计算机系统使用复杂的大型超标量cpu,通过缓存和互连系统的层次结构与主存储器连接。这些以CPU为中心的设计投入了大量的功率和芯片面积,以弥合CPU和主存储器速度之间日益扩大的差距。然而,许多大型应用程序不能很好地在这些系统上运行,并且受到内存子系统性能的限制。本文主张采用集成系统方法,即使用功能较弱的cpu与先进的内存技术紧密集成,以大大降低成本和复杂性来构建具有竞争力的系统。基于使用下一代0.25µm, 256Mbit动态随机存取存储器(DRAM)工艺的设计研究和对现有机器的分析,我们表明处理器存储器集成可用于构建具有竞争力,可扩展且具有成本效益的MP系统。我们展示了执行驱动的单处理器和多处理器模拟的结果,表明低延迟和高带宽的好处可以弥补集成处理器的大小和复杂性的限制。在这个系统中,具有长行的小型直接映射指令缓存非常有效,用受害者缓存增强的列缓冲区数据缓存也是如此。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Missing the Memory Wall: The Case for Processor/Memory Integration
Current high performance computer systems use complex, large superscalar CPUs that interface to the main memory through a hierarchy of caches and interconnect systems. These CPU-centric designs invest a lot of power and chip area to bridge the widening gap between CPU and main memory speeds. Yet, many large applications do not operate well on these systems and are limited by the memory subsystem performance.This paper argues for an integrated system approach that uses less-powerful CPUs that are tightly integrated with advanced memory technologies to build competitive systems with greatly reduced cost and complexity. Based on a design study using the next generation 0.25µm, 256Mbit dynamic random-access memory (DRAM) process and on the analysis of existing machines, we show that processor memory integration can be used to build competitive, scalable and cost-effective MP systems.We present results from execution driven uni- and multi-processor simulations showing that the benefits of lower latency and higher bandwidth can compensate for the restrictions on the size and complexity of the integrated processor. In this system, small direct mapped instruction caches with long lines are very effective, as are column buffer data caches augmented with a victim cache.
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