Kl. Ckung et Yw. Chen, MAPPING PIPELINED DIVIDED-DIFFERENCE COMPUTATIONS INTO HYPERCUBES, International journal of high speed computing, 9(3), 1997, pp. 181-189
In numerical computations, the method of divided differences is a very
important technique for polynomial approximations. Consider a pipelin
ed divided-difference computation for approximating an nth degree poly
nomial. This paper first presents a method to transform the computatio
nal structure of divided differences into the pyramid tree with n(2)+3
n+2/2 nodes. Based on graph embedding technique, without any extra com
munication delay, the pipelined divided-difference computation can be
performed in a (2k + 1)-dimensional fault-free hypercube for n+1 = 2(k
) + t, k > 0, and 0 < t < 2(k); the pipelined divided-difference compu
tation can be further performed in a (2k + 2)-dimensional faulty hyper
cube to tolerate arbitrary (k - 1) faulty nodes/links. To the best of
our knowledge, this is the first time such mapping methods are being p
roposed in the literature.