1997 Advances in Parallel and Distributed Computing Conference (APDC '97)
On the Optimization by Redundancy Using an Extended LogP Model
Shanghai, CHINA
March 19-March 21
ISBN: 0-8186-7876-3
We present a strategy for optimizing parallel algorithms introducing redundant computations. In order to calculate the optimal amount of redundancy, we generalize the LogP model to capture messages of varying sizes using functions instead of constants for the machine parameters. We validate our method for a wave simulation algorithm on a Parsytec PowerXplorer with eight processors and a workstation cluster with fourworkstations.
Index Terms:
scientific computing, redundancy, LogP-Modell, parallel computing, optimization, distribution
Citation:
Joern Eisenbiegler, Welf Loewe, Andreas Wehrenpfennig, "On the Optimization by Redundancy Using an Extended LogP Model," apdc, pp.149, 1997 Advances in Parallel and Distributed Computing Conference (APDC '97), 1997