DocumentCode
2138524
Title
System size independent architecture for Jacobi processor
Author
Pourhaj, Peyman ; Teng, Daniel H Y ; Wahid, Khan ; Ko, Seok-Bum
Author_Institution
Dept. of Electr. & Comput. Eng., Saskatchewan, Univ., Saskatoon, SK
fYear
2008
fDate
4-7 May 2008
Abstract
This paper presents a scalable hardware architecture for Jacobi processor which is the main component in a Jacobi solver. Multiple Jacobi processors can be easily cascaded to form a Jacobi solver for processing a large linear system since the architecture is independent of system size. The required hardware resources such as floating-point multipliers and subtractors are determined by the required parallel processing power. A linear system equation of eight variables is implemented using a Xilinx Virtex-5 FPGA and the performance of this implementation is also discussed.
Keywords
Jacobian matrices; coprocessors; field programmable gate arrays; floating point arithmetic; parallel architectures; Jacobi processor; Jacobi solver; Xilinx Virtex-5 FPGA; floating-point multipliers; linear system equation; parallel processing power; scalable hardware architecture; subtractors; system size independent architecture; Computer architecture; Delay; Equations; Field programmable gate arrays; Hardware; Iterative algorithms; Iterative methods; Jacobian matrices; Linear systems; Parallel processing; Jacobi method; matrix solver; parallel processing;
fLanguage
English
Publisher
ieee
Conference_Titel
Electrical and Computer Engineering, 2008. CCECE 2008. Canadian Conference on
Conference_Location
Niagara Falls, ON
ISSN
0840-7789
Print_ISBN
978-1-4244-1642-4
Electronic_ISBN
0840-7789
Type
conf
DOI
10.1109/CCECE.2008.4564902
Filename
4564902
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