探索可重构硬件中的算法交易

S. Wray, W. Luk, P. Pietzuch
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引用次数: 11

摘要

本文描述了一种基于可重构硬件的算法交易引擎,该引擎由软件实现而来。我们的方法利用了现场可编程门阵列(FPGA)技术的并行性和可重构性。与软件解决方案相比,fpga提供了许多优势,包括减少延迟,同时提高了总体吞吐量和计算密度。所有这些都是成功的算法交易引擎的重要属性。实验表明,我们的算法交易硬件架构的峰值性能比相应的软件实现快133倍。在Xilinx Vertex 5 xc5vlx30 FPGA上平均可以同时运行六个实现,从而最大限度地提高性能和可用资源利用率。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Exploring algorithmic trading in reconfigurable hardware
This paper describes an algorithmic trading engine based on reconfigurable hardware, derived from a software implementation. Our approach exploits parallelism and reconfigurability of field-programmable gate array (FPGA) technology. FPGAs offer many benefits over software solutions, including a reduction in latency, while increasing overall throughput and computational density. All of which are important attributes to a successful algorithmic trading engine. Experiments show that the peak performance of our hardware architecture for algorithmic trading is 133 times faster than the corresponding software implementation. Six implementations can operate simultaneously on a Xilinx Vertex 5 xc5vlx30 FPGA on average, maximising performance and available resource usage.
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