DocumentCode
2598421
Title
Systolic arrays for LU decomposition
Author
Rajopadhye, Sanjay V.
Author_Institution
Dept. of Comput. Sci., Oregon Univ., Eugene, OR, USA
fYear
1988
fDate
7-9 Jun 1988
Firstpage
2513
Abstract
The author presents a number of systolic arrays for decomposing a matrix into its lower and upper triangular factor (LU-decomposition). These architectures have been formally derived using techniques for synthesizing systolic arrays from affine recurrence equations, and the entire design process can be automated. The initial specification is a high-level one similar to a nested loop program, and a technique called explicit pipelining is used to automatically localize the data dependencies. The architectures presented have interesting features such as control signals, and specialized behavior of certain processors (such as boundary processors). These characteristics, as well as processor initialization signals, can be derived automatically
Keywords
cellular arrays; matrix algebra; parallel algorithms; parallel architectures; LU decomposition; affine recurrence equations; boundary processors; control signals; data dependencies; design process; explicit pipelining; lower triangular factors; matrix decomposition; nested loop program; processor initialization signals; synthesis methodology; systolic arrays; upper triangular factor; Automatic control; Computer science; Equations; Matrix decomposition; Null space; Pipeline processing; Signal processing; Signal synthesis; Systolic arrays; Tiles;
fLanguage
English
Publisher
ieee
Conference_Titel
Circuits and Systems, 1988., IEEE International Symposium on
Conference_Location
Espoo
Type
conf
DOI
10.1109/ISCAS.1988.15453
Filename
15453
Link To Document