Reducing the Height of an Elimination Tree Through Local Reorderings


Finding low elimination trees is important in parallel Cholesky factorization. We look at two orderings for achieving low height, Nested Dissection and Maximal Independent Subset, and show that in general they will not give a minimum height elimination tree. A more general version of Nested Dissection called Minimal Cutset orderings is shown to always contain an ordering that gives a minimum height elimination tree for an arbitrary graph. From this we design the Minimal Cutset algorithm for reducing the height of a given elimination tree. This algorithm is compared with an algorithm using tree rotations by Liu and an algorithm that reorders chains by Hafsteinsson. We show that none of the three algorithms is strictly better than any of the other. Finally we show that all three algorithms are members of a more general class of algorithms that depend on a common result on how elimination trees can be restructured.

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