Design of power efficient FPGA based hardware accelerators for financial applications

Jonas Stenbaek Hegner, Joakim Sindholt, A. Nannarelli
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引用次数: 5

Abstract

Using Field Programmable Gate Arrays (FPGAs) to accelerate financial derivative calculations is becoming very common. In this work, we implement an FPGA-based specific processor for European option pricing using Monte Carlo simulations, and we compare its performance and power dissipation to the execution on a CPU. The experimental results show that impressive results, in terms of speed-up and energy savings, can be obtained by using FPGA-based accelerators at expenses of a longer development time.
基于FPGA的低功耗金融硬件加速器设计
利用现场可编程门阵列(fpga)来加速金融衍生品的计算正变得越来越普遍。在这项工作中,我们使用蒙特卡罗模拟实现了一个基于fpga的欧洲期权定价特定处理器,并将其性能和功耗与CPU上的执行进行了比较。实验结果表明,以较长的开发时间为代价,使用基于fpga的加速器在加速和节能方面可以获得令人印象深刻的结果。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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