• 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