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SCIMA: a novel architecture for high performance computing

机译:SCIMA:高性能计算的新型建筑

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摘要

Technological trends have brought growing disparity between processor and memory speeds. This memory wall problem is becoming very serious especially in high performance computing. In this paper, we propose a new architecture SCIMA for solving this problem. In SCIMA, addressable memory is integrated into the processor chip besides ordinary cache. Since the on-chip memory is software controllable, it has more ability to make good use of data locality than data cache which is controlled by hardware. The purpose of on-chip memory is to reduce the off-chip memory traffic by exploiting data reusability as much as possible within a chip. We have evaluated SCIMA by using QCD simulation, a practical application in quantum field theory. The performance evaluation reveals that SCIMA successfully reduces off-chip memory traffic and achieves higher performance than cache-only processor.
机译:技术趋势带来了处理器和记忆速度之间的差异。这种记忆墙问题正变得非常严重,特别是在高性能计算中。在本文中,我们提出了一种新的架构Scima来解决这个问题。在SCIMA中,除了普通缓存之外,可寻址存储器集成到处理器芯片中。由于片上存储器是软件可控的,因此它具有比硬件控制的数据高速缓存更好地利用数据局部性的能力。片上存储器的目的是通过在芯片内尽可能多地利用数据可重用性来降低片外存储流量。我们通过使用QCD仿真进行了评估了SCIMA,这是量子场理论的实际应用。性能评估表明,SCIMA成功减少了片状内存流量,并且比仅缓存处理器实现了更高的性能。

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