Title :
Financial Monte Carlo simulation on architecturally diverse systems
Author :
Singla, Naveen ; Hall, Michael ; Shands, Berkley ; Chamberlain, Roger D.
Author_Institution :
Exegy Inc., St. Louis, MO
Abstract :
Computational finance relies heavily on the use of Monte Carlo simulation techniques. However, Monte Carlo simulation is computationally very demanding. We demonstrate the use of architecturally diverse systems to accelerate the performance of these simulations, exploiting both graphics processing units and field-programmable gate arrays. Performance results include a speedup of 74times relative to an 8 core multiprocessor system (180times relative to a single processor core).
Keywords :
Monte Carlo methods; computer graphics; field programmable gate arrays; financial data processing; architecturally diverse systems; computational finance; core multiprocessor system; field-programmable gate arrays; financial Monte Carlo simulation; graphics processing units; Acceleration; Computational modeling; Computer graphics; Coprocessors; Field programmable gate arrays; Finance; Instruments; Portfolios; Pricing; Reactive power;
Conference_Titel :
High Performance Computational Finance, 2008. WHPCF 2008. Workshop on
Conference_Location :
Austin, TX
Print_ISBN :
978-1-4244-2911-0
Electronic_ISBN :
978-1-4244-3311-7
DOI :
10.1109/WHPCF.2008.4745401