Title :
Experience with the Parallel Solution of Partial Differential Equations on a Distributed Computing System
Author :
Gelenbe, Erol ; Lichnewsky, Alain ; Staphylopatis, Andreas
Author_Institution :
ISEM Bât 508, Université Paris-Sud
Abstract :
It is of interest to determine whether loosely coupled multiprocessors can be profitably used for the solution of larger numerical problems. We present here a performance evaluation of the gain obtained by solving partial differential equation systems on such an architecture. The experimental setting is an LSI 11 based multimicroprocessor system using a fiber optics local area network designed and implemented at Laboratoire de Recherche en Informatique, Université Paris-Sud. The paper includes a discussion of the numerical methods and of their implementation, a performance model of the parallel processing system, and measurements taken on the experimental system. The experimentally validated theoretical results confirm the interest of our approach based on performance models.
Keywords :
Distributed system; numerical analysis; parallel computation; performance evaluation; probabilistic model; speed gain; Computer architecture; Concurrent computing; Differential equations; Distributed computing; Large scale integration; Optical design; Optical fibers; Partial differential equations; Performance gain; Space heating; Distributed system; numerical analysis; parallel computation; performance evaluation; probabilistic model; speed gain;
Journal_Title :
Computers, IEEE Transactions on
DOI :
10.1109/TC.1982.1675939