Both in High Performance Computing and in Grid computing dynamic load balancing is becoming one of the most important features. In this paper, we present a novel load balancing model based on Lattice Boltzmann Cellular Automata. Using numerical simulations our model is compared to diffusion algorithms adopted on HPC load balancing and to agent-based balancing strategies on Grid systems. We show how the proposed model generally gives better performances for both the considered scenarios.
Farina, F., Cattaneo, G., Dennunzio, A. (2006). Grid and HPC dynamic load balancing with Lattice Boltzmann models. In On the Move to Meaningful Internet Systems 2006: CoopIS, DOA, GADA, and ODBASE, OTM Confederated International Conferences, CoopIS, DOA, GADA, and ODBASE 2006 (pp.1152-1162). Springer [10.1007/11914952].
Grid and HPC dynamic load balancing with Lattice Boltzmann models
FARINA, FABIO MARIO;CATTANEO, GIANPIERO;DENNUNZIO, ALBERTO
2006
Abstract
Both in High Performance Computing and in Grid computing dynamic load balancing is becoming one of the most important features. In this paper, we present a novel load balancing model based on Lattice Boltzmann Cellular Automata. Using numerical simulations our model is compared to diffusion algorithms adopted on HPC load balancing and to agent-based balancing strategies on Grid systems. We show how the proposed model generally gives better performances for both the considered scenarios.
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