ESSPER: Elastic and Scalable FPGA-Cluster System for High-Performance Reconfigurable Computing with Supercomputer Fugaku

ESSPER: Elastic and Scalable FPGA-Cluster System for High-Performance Reconfigurable Computing with Supercomputer Fugaku
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ESSPER:使用超级计算机 Fugaku 进行高性能可重构计算的弹性且可扩展的 FPGA 集群系统

DOI:
10.1145/3578178.3579341
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发表时间:
2023
期刊:
Proceedings of the International Conference on High Performance Computing in Asia-Pacific Region (HPC Asia '23)
影响因子:
--
通讯作者:
Ueno Tomohiro
Ueno Tomohiro
中科院分区:
--
文献类型:
--
作者:
Sano Kentaro;Koshiba Atsushi;Miyajima Takaaki;Ueno Tomohiro

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FPGA集群尚未成为HPC的主流,即使是加速器,其架构和系统组织也存在一些挑战。这项工作提出了ESSPER,一个灵活的和可扩展的FPGA集群原型系统,可重构的HPC,以满足可定制性,可扩展性和互操作性的概念与现有的HPC系统。基于我们的FPGA集群架构的分类,我们提出了一个新的类别的FPGA集群与主机FPGA桥接网络使用软件桥接的API远程FPGA的使用。我们已经设计,实施,验证和演示了一个概念验证系统的ESSPER,作为超级计算机Fugaku的功能扩展。
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.
DOI: 10.1145/2678373.2665678
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影响因子: --
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