Basic HTML version of Foils prepared 5 October 98

Foil 25 Problems in Cut off Force Parallelism

From Earthquake Prediction as Example of N Body Computations CPS615 INtroduction to Computational Science -- Fall Semester 1998. by Geoffrey C. Fox


1 Earthquakes cause load imbalance as "action" concentrated in processors where quake occurs
2 Can be addressed at cost of increasing communication by using "block-cyclic" decomposition so each processor gets part of action
3 Problem particularly bad for Monte Carlo as similar to classic "clustering algorithms" needed near critical points to get good performance. We know these have poor parallel performance
4 Long range versions of Monte Carlo will perform satisfactorily as can parallelize over long range force part of computation
5 Cyclic Decomposition
6 Each color is area assigned to particular 1 of 4 processors. Star signifies Earthquake

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