Title :
Efficient scheduling of rate law functions for ODE-based multimodel biochemical simulation on an FPGA
Author :
Iwanaga, Naoki ; Shibata, Yuichiro ; Yoshimi, Masato ; Osana, Yasunori ; Iwaoka, Yow ; Fukushima, Tomonori ; Amano, Hideharu ; Funahashi, Akira ; Hiroi, Noriko ; Kitano, Hiroaki ; Oguri, Kiyoshi
Author_Institution :
Dept. of Comput. Inf. Sci., Nagasaki Univ., Japan
Abstract :
A reconfigurable biochemical simulator by solving ordinary differential equations has received attention as a personal high speed environment for biochemical researchers. For efficient use of the reconfigurable hardware, static scheduling of high-throughput arithmetic pipeline structures is essential. This paper shows and compares some scheduling alternatives, and analyzes the tradeoffs between performance and hardware amount. Through the evaluation, it is shown that the sharing first scheduling reduces the hardware cost by 33.8% in average, with the up to 11.5% throughput degradation. Effects of sharing of rate law functions are also analyzed.
Keywords :
biology computing; differential equations; field programmable gate arrays; pipeline arithmetic; reconfigurable architectures; FPGA; arithmetic pipeline structures; biochemical simulator; ordinary differential equations; rate law functions; reconfigurable hardware; static scheduling; Biological system modeling; Computational modeling; Computer simulation; Field programmable gate arrays; Floating-point arithmetic; Markup languages; Performance analysis; Pipelines; Systems biology; Throughput;
Conference_Titel :
Field Programmable Logic and Applications, 2005. International Conference on
Print_ISBN :
0-7803-9362-7
DOI :
10.1109/FPL.2005.1515809