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A new and faster Gaussian elimination based fault tolerant systolic linear system solver
Date Issued
01-08-1997
Author(s)
Bhuvaneswari, K.
Balasubramanya Murthy, K. N.
Indian Institute of Technology, Madras
Abstract
This paper presents a new systolic algorithm for thecompletesolution of a system ofNlinear equations in (N2/2 +O(N)) time steps using 2Nprocessing elements (PEs). It is based on a variant of the Gaussian elimination (GE) algorithm called the successive GE and is faster than any existing GE based algorithm usingO(N) PEs. We also suggest two fault tolerant schemes that tolerate up toNPE failures. The first scheme is a time redundancy based approach with no hardware overhead and 100% time overhead. This scheme can tolerate up toNPE failures. The second scheme is based on algorithm based fault tolerance (ABFT) and usesNextra PEs to tolerate up toN- 1 PE failures with very little time overhead. The number of errors that can be detected/corrected in both schemes is more than that in any existing fault tolerant systolic array. © 1997 Academic Press.
Volume
44