基于Fugaku超级计算机的高性能可重构计算的弹性可扩展fpga集群系统

K. Sano, Atsushi Koshiba, Takaaki Miyajima, Tomohiro Ueno
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引用次数: 2

摘要

FPGA集群尚未成为高性能计算的主流,甚至对于加速器来说也是如此,并且在其架构和系统组织中存在一些挑战。这项工作提出了ESSPER,一个灵活和可扩展的FPGA集群原型系统,用于可重构HPC,以满足可定制性,可扩展性和与现有HPC系统的互操作性的概念。基于我们对FPGA集群架构的分类,我们提出了一种新的FPGA集群类别,该FPGA集群具有主机-FPGA桥接网络,使用软件桥接api用于远程FPGA。我们已经设计、实现、验证并演示了ESSPER的概念验证系统,作为超级计算机Fugaku的功能扩展。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
ESSPER: Elastic and Scalable FPGA-Cluster System for High-Performance Reconfigurable Computing with Supercomputer Fugaku
FPGA clusters have yet to be a mainstream of HPC, even for accelerators, and several challenges exist in their architecture and system organization. This work presents ESSPER, a flexible and scalable FPGA cluster prototype system for reconfigurable HPC to meet the concept of customizability, scalability, and interoperability with existing HPC systems. Based on our classification of FPGA cluster architectures, we propose a new category of FPGA clusters with a host-FPGA bridging network using software-bridged APIs for the use of remote FPGAs. We have designed, implemented, verified, and demonstrated a proof-of-concept system of ESSPER, as a functional extension of the supercomputer Fugaku.
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