{"title":"使用收缩二项树的低延迟期权定价","authors":"Aryan Tavakkoli, David B. Thomas","doi":"10.1109/FPT.2014.7082752","DOIUrl":null,"url":null,"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.","PeriodicalId":6877,"journal":{"name":"2014 International Conference on Field-Programmable Technology (FPT)","volume":"527 1","pages":"44-51"},"PeriodicalIF":0.0000,"publicationDate":"2014-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"6","resultStr":"{\"title\":\"Low-latency option pricing using systolic binomial trees\",\"authors\":\"Aryan Tavakkoli, David B. Thomas\",\"doi\":\"10.1109/FPT.2014.7082752\",\"DOIUrl\":null,\"url\":null,\"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.\",\"PeriodicalId\":6877,\"journal\":{\"name\":\"2014 International Conference on Field-Programmable Technology (FPT)\",\"volume\":\"527 1\",\"pages\":\"44-51\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2014-12-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"6\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2014 International Conference on Field-Programmable Technology (FPT)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/FPT.2014.7082752\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2014 International Conference on Field-Programmable Technology (FPT)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/FPT.2014.7082752","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Low-latency option pricing using systolic binomial trees
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.