Basic HTML version of Foils prepared 10 Sept 1996

Foil 61 Embarassingly Parallel Problem Class

From New CPS615Master Foils-- 26 August 96 Basic Simulation Track for Computational Science CPS615 -- Fall Semester 96. by Geoffrey C. Fox


1 Loosely Synchronous, Synchronous or Asynchronous classify problems by their "control" or "synchronization" structure
2 However there is an important class of problems where this does not matter as the synchronization overhead -- even if in the difficult asynchronous case -- is irrelevant
3 This is when overhead small or zero. These are "embarassingly parallel problems" where each component of decomposed problem is essentially independent
4 Examples are:
  • Financial Modelling where each component is calculating some expected value for a particular (possibly Monte Carlo) set of assumptions about the future
  • OLTP (Online Transaction Processing) where each component is a separate checking of a credit card transaction against the account data
  • Graphics rendering where each component is the calculation of the color of a particular pixel.

in Table To:


© on Tue Oct 7 1997