Title :
Memory support design for LU decomposition on the starbridge hyper-computer
Author :
Young, Seth ; Sudarsanam, Arvind ; Dasu, Aravind ; Hauser, Thomas
Author_Institution :
Dept. of Electr. & Comput. Eng., Utah State Univ., Logan, UT
Abstract :
LU matrix decomposition is a linear algebra algorithm used to reduce the complexity required to solve a large system of linear equations. Large systems of equations frequently need to be solved in physics, engineering, and computational chemistry. In the hardware implementation of such LU algorithms supporting modules must be included which handle the transfer of memory between the disk and processing nodes. This paper looks at the data transfer hardware which supports an implementation of a block-based LU algorithm on a multi-FPGA system. Preliminary results are provided which show the required areas and latencies of these designs
Keywords :
field programmable gate arrays; matrix decomposition; memory architecture; storage management; LU matrix decomposition; Starbridge hyper-computer; data transfer hardware; linear algebra algorithm; memory support design; Aerospace engineering; Algorithm design and analysis; Design engineering; Equations; Field programmable gate arrays; Hardware; Linear algebra; Matrix decomposition; Parallel processing; Physics;
Conference_Titel :
Field Programmable Technology, 2006. FPT 2006. IEEE International Conference on
Conference_Location :
Bangkok
Print_ISBN :
0-7803-9729-0
Electronic_ISBN :
0-7803-9729-0
DOI :
10.1109/FPT.2006.270307