From Silicon to Science

Author:

Underwood Keith D.1,Hemmert K. Scott2,Ulmer Craig D.2

Affiliation:

1. Intel Corporation

2. Sandia National Laboratories

Abstract

The field of high performance computing (HPC) currently abounds with excitement about the potential of a broad class of things called accelerators . And, yet, few accelerator based systems are being deployed in general purpose HPC environments. Why is that? This article explores the challenges that accelerators face in the HPC world, with a specific focus on FPGA based systems. We begin with an overview of the characteristics and challenges of typical HPC systems and applications and discuss why FPGAs have the potential to have a significant impact. The bulk of the article is focused on twelve specific areas where FPGA researchers can make contributions to hasten the adoption of FPGAs in HPC environments.

Publisher

Association for Computing Machinery (ACM)

Subject

General Computer Science

Cited by 4 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Enabling Standalone FPGA Computing;2019 IEEE Symposium on High-Performance Interconnects (HOTI);2019-08

2. Receive-Side Notification for Enhanced RDMA in FPGA Based Networks;Architecture of Computing Systems – ARCS 2019;2019

3. Energy-Constrained Multiplication of Non-square Matrices on FPGA-Based SIMD-MIMD Hybrid Multi-core Processors;Journal of Signal Processing Systems;2014-01-16

4. Synchronization methods in parallel and distributed discrete-event simulation;Simulation Modelling Practice and Theory;2013-01

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