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Parallel QR decomposition of a rectangular matrix
Authors:M. Cosnard  J. -M. Muller  Y. Robert
Affiliation:(1) Laboratoire TIM3, Institut IMAG, CNRS, BP 68, F-38402 Saint Martin d'Heres Cedex, France
Abstract:Summary We show that the greedy algorithm introduced in [1] and [5] to perform the parallel QR decomposition of a dense rectangular matrix of sizem×n is optimal. Then we assume thatm/n2 tends to zero asm andn go to infinity, and prove that the complexity of such a decomposition is asymptotically2n, when an unlimited number of processors is available.
Keywords:AMS (MOS): 65F05  CR: G1.3
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