DocumentCode :
3585576
Title :
Low-latency option pricing using systolic binomial trees
Author :
Tavakkoli, Aryan ; Thomas, David B.
Author_Institution :
Dept. of Electr. & Electron. Eng., Imperial Coll. London, London, UK
fYear :
2014
Firstpage :
44
Lastpage :
51
Abstract :
This paper presents a novel reconfigurable hardware accelerator for the pricing of American options using the binomial-tree model. The proposed architecture exploits both pipeline and coarse-grain parallelism in a highly efficient and scalable systolic solution, designed to exploit the large numbers of DSP blocks in modern architectures. The architecture can be tuned at compile-time to match user requirements, from dedicating the entire FPGA to low latency calculation of a single option, to high throughput concurrent evaluation of multiple options. On a Xilinx Virtex-7 xc7vx980t FPGA this allows a single option with 768 time steps to be priced with a latency of less than 22 micro-seconds and a pricing rate of more than 100 K options/sec. Compared to the fastest previous reconfigurable implementation of concurrent option evaluation, we achieve an improvement of 65 x in latency and 9x in throughput with a value of 10.7 G nodes/sec, on a Virtex-4 xc4vsx55 FPGA.
Keywords :
digital signal processing chips; field programmable gate arrays; parallel architectures; pricing; reconfigurable architectures; American option; DSP block; FPGA; coarse-grain parallelism; low-latency option pricing; pipeline parallelism; reconfigurable hardware accelerator; systolic binomial tree; Arrays; Field programmable gate arrays; Microprocessors; Pricing; Registers; Throughput;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Field-Programmable Technology (FPT), 2014 International Conference on
Print_ISBN :
978-1-4799-6244-0
Type :
conf
DOI :
10.1109/FPT.2014.7082752
Filename :
7082752
Link To Document :
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