Economical high performance parallel simulations of wind instruments
Supercomputing '95 Proceedings of the 1995 ACM/IEEE conference on Supercomputing
ACM Computing Surveys (CSUR)
Multi-cluster load balancing based on process migration
APPT'07 Proceedings of the 7th international conference on Advanced parallel processing technologies
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An effective approach of simulating subsonic fluid dynamics on a cluster of non-dedicated workstations is presented. The approach is applied to simulate the flow of air in wind instruments. The use of local-interaction methods and coarse-grain decompositions lead to small communication requirements. The automatic migration of processes from busy hosts to free hosts enables the use of non-dedicated workstations. Simulations of 2D flow achieve 80% parallel efficiency (speedup/processors) using 20 HP-Apollo workstations. Detailed measurements of the parallel efficiency of 2D and 9D simulations are presented, and a theoretical model of efficiency is developed and compared against the measurements. Two numerical methods of fluid dynamics are tested: explicit finite differences, and the lattice Boltzmann method.