DocumentCode :
124069
Title :
HyPER: A runtime reconfigurable architecture for monte carlo option pricing in the Heston model
Author :
Brugger, Christian ; de Schryver, Christian ; Wehn, Norbert
Author_Institution :
Dept. of Electr. & Comput. Eng., Microelectron. Syst. Design Res. Group, Univ. of Kaiserslautern, Kaiserslautern, Germany
fYear :
2014
fDate :
2-4 Sept. 2014
Firstpage :
1
Lastpage :
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.
Keywords :
Monte Carlo methods; field programmable gate arrays; reconfigurable architectures; share prices; Heston market model; HyPER; Monte Carlo option pricing; algorithmic extension; energy-efficient computations; energy-efficient pricing system; exotic option pricing; federal reporting requirements; financial industry; high-performance pricing system; high-speed computations; hybrid CPU/FPGA system; hybrid pricing system; insurance industry; modular pricing engine; online dynamic reconfiguration; online reconfiguration extension; runtime reconfigurable architecture; Computational modeling; Computer architecture; Field programmable gate arrays; Heuristic algorithms; Mathematical model; Monte Carlo methods; Pricing;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Field Programmable Logic and Applications (FPL), 2014 24th International Conference on
Conference_Location :
Munich
Type :
conf
DOI :
10.1109/FPL.2014.6927458
Filename :
6927458
Link To Document :
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