主题演讲:基于fpga的高性能计算

O. Wohlmuth
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引用次数: 1

摘要

一方面,科学和商业计算对高性能计算(HPC)系统的需求不断增加,另一方面,当今处理器技术(内存墙、频率墙、功率墙)的局限性,使人们对基于应用优化处理器和计算技术的高可扩展性和高性能计算机体系结构越来越感兴趣。专业高性能处理器的例子是图形处理单元(gpu)和游戏处理器,例如Cell/B.E.处理器,它们能够执行比它们设计时的特定计算更多的任务。在高性能计算领域,一个巨大的挑战是将这些专用处理器集成到一个系统架构中,该架构能够在大规模并行计算系统中提供I/O和持续的系统性能。一个例子是世界上最快的超级计算机,峰值性能为每秒1.7千万亿次,这是一种基于标准双核和专用游戏处理器的混合设计,它们通过特定的I/O扩展板连接。另一种基于游戏处理器的高度创新和可扩展的计算机设计是所谓的基于单元技术的ldquoQCD并行计算机(QPACE),它由一个在FPGA上实现的应用优化网络芯片组成,克服了现有网络芯片的I/O限制。本次演讲将提供QPACE架构概念的概述和见解,重点关注在fpga上实现的应用优化网络,并将讨论基于专用高性能处理器的高性能计算(HPC)中的可扩展计算机设计概念。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Keynote: High performance computing based on FPGAS
Driven by the increasing demand of high performance computing (HPC) systems in scientific and commercial computing on one hand and the limitation of todays processor technology (memory wall, frequency wall, power wall) on the other hand there is a growing interest in highly scalable and high-performance computer architectures based on application-optimized processors and computation technology. Examples of specialized high-performance processors are graphic processing units (GPUs) and game processors, e.g. the Cell/B.E. processor, which are capable of performing more than the specific computations for which they were designed. A big challenge especially in HPC is to integrate those specialized processors into a system architecture which is able to provide the I/O and sustained system performance in a massively parallel computation system. An example is the worldpsilas fastest supercomputer with a peak performance of 1.7 petaflops which is a hybrid design based on standard dual-core and specialized game processors which are connected by a specific I/O expansion board. Another highly innovative and scalable computer design based on game processors is the so-called ldquoQCD parallel computer based on cell technologyrdquo (QPACE) which consists of an application-optimized network chip implemented on FPGA overcoming the I/O limitations of existing network chips. This talk will provide an overview and insight into the QPACE architecture concept with focus on the application-optimized network implemented on FPGAs and will discuss scalable computer design concepts in HPC based on specialized high performance processors.
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