EXPLORING RECONFIGURABLE ARCHITECTURES FOR EXPLICIT FINITE DIFFERENCE OPTION PRICING MODELS

被引:0
|
作者
Jin, Qiwei [1 ]
Thomas, David B. [1 ]
Luk, Wayne [1 ]
机构
[1] Univ London Imperial Coll Sci Technol & Med, Dept Comp, London SW7 2AZ, England
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中图分类号
TP31 [计算机软件];
学科分类号
081202 ; 0835 ;
摘要
This paper explores the application of reconfigurable hardware and Graphics Processing Units (GPUs) to the acceleration of financial computation using the finite difference (FD) method. A parallel pipelined architecture has been developed to support concurrent valuation of independent options with high pricing throughput. Our FPGA implementation running at 106MHz on an xc4vlx160 device demonstrates a speed up of 12 times over a Pentium 4 processor at 3.6GHz in single-precision arithmetic; while the FPGA is 3.6 times slower than a Tesla C1060 240-Core GPU at 1.3GHz, it is 9 times more energy efficient.
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页码:73 / 78
页数:6
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