Solution of dense linear systems on an optimal systolic architecture
The paper presents an optimal systolic array architecture for rapid solution of dense systems of linear equations. The array solves a system of size \(n\times n\) in \(4n+1\) time units including I/O time. Data communications are strictly local and the processing elements (PEs) are simple. The complete three-phase algorithms is executed on a single array, employing about \(3n^ 2/2\) PEs without any need for costly inter- phase I/O. Due to a novel data steering mechanism, the three algorithmic phases are maximally overlapped. Design optimality is established using systolic precedence diagrams. It is also shown that merging the functions of two adjacent PEs into a single PE is possible resulting in maximal PE utilization. An interesting result regarding cascading phase-optimal arrays is obtained.
scientific article; zbMATH DE number 4052885