Title :
On partitioning FEM graphs using diffusion
Author :
Schamberger, Stefan
Author_Institution :
Fak. fur Elektrotechnik, Informatik & Math., Paderborn Univ., Germany
Abstract :
Summary form only given. To solve the graph partitioning problem, efficient heuristics have been developed that are also capable of distributing the computational load in parallel FEM computations. However, although a few parallel implementations do exist, the involved algorithms are hard to parallelize due to their sequential nature. This paper presents a new approach to deal with the FEM graph partitioning problem. Applying diffusion as a growing mechanism, we are able to eliminate restrictions of former implementations based on the bubble framework and construct a relatively simple algorithm with a high degree of "natural" parallelism. We demonstrate that it computes solutions comparable to those of established heuristics. Its drawback is the long execution time if the parallelism is not exploited.
Keywords :
finite element analysis; graph theory; parallel algorithms; resource allocation; FEM graph partitioning; computational load distribution; diffusion; parallel FEM computations; Computational modeling; Concurrent computing; Contracts; Costs; Distributed computing; Finite element methods; Load management; Parallel algorithms; Parallel processing; Partitioning algorithms;
Conference_Titel :
Parallel and Distributed Processing Symposium, 2004. Proceedings. 18th International
Print_ISBN :
0-7695-2132-0
DOI :
10.1109/IPDPS.2004.1303358