HyPER: A runtime reconfigurable architecture for monte carlo option pricing in the Heston model

Christian Brugger, C. D. Schryver, N. Wehn
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引用次数: 8

Abstract

High-speed and energy-efficient computations are mandatory in the financial and insurance industry to survive in competition and meet the federal reporting requirements. On a hybrid CPU/FPGA system we propose a modular pricing engine and derive a novel algorithmic extension able to exploit online dynamic reconfiguration. The result is a high-performance and energy-efficient pricing system suitable for exotic option pricing in the state-of-the-art Heston market model. With the online reconfiguration extension our hybrid pricing system is nearly two orders of magnitude faster than high-end Intel CPUs, while consuming the same power.
HyPER:一个运行时可重构的架构,用于赫斯顿模型中的蒙特卡罗期权定价
为了在竞争中生存并满足联邦报告要求,高速和节能的计算在金融和保险行业是强制性的。在一个混合CPU/FPGA系统上,我们提出了一个模块化定价引擎,并推导了一个新的算法扩展,能够利用在线动态重构。结果是一个高性能和节能的定价系统,适用于最先进的赫斯顿市场模型中的奇异期权定价。通过在线重新配置扩展,我们的混合定价系统比高端英特尔cpu快近两个数量级,同时消耗相同的功率。
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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