Jonas Stenbaek Hegner, Joakim Sindholt, A. Nannarelli
{"title":"Design of power efficient FPGA based hardware accelerators for financial applications","authors":"Jonas Stenbaek Hegner, Joakim Sindholt, A. Nannarelli","doi":"10.1109/NORCHP.2012.6403096","DOIUrl":null,"url":null,"abstract":"Using Field Programmable Gate Arrays (FPGAs) to accelerate financial derivative calculations is becoming very common. In this work, we implement an FPGA-based specific processor for European option pricing using Monte Carlo simulations, and we compare its performance and power dissipation to the execution on a CPU. The experimental results show that impressive results, in terms of speed-up and energy savings, can be obtained by using FPGA-based accelerators at expenses of a longer development time.","PeriodicalId":332731,"journal":{"name":"NORCHIP 2012","volume":"54 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2012-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"5","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"NORCHIP 2012","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/NORCHP.2012.6403096","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 5
Abstract
Using Field Programmable Gate Arrays (FPGAs) to accelerate financial derivative calculations is becoming very common. In this work, we implement an FPGA-based specific processor for European option pricing using Monte Carlo simulations, and we compare its performance and power dissipation to the execution on a CPU. The experimental results show that impressive results, in terms of speed-up and energy savings, can be obtained by using FPGA-based accelerators at expenses of a longer development time.