Grid and HPC dynamic load balancing with lattice boltzmann models

Authors:
Fabio Farina;Gianpiero Cattaneo;Alberto Dennunzio
Affiliations:
Dipartimento di Informatica, Università degli Studi di Milano–Bicocca, Milano, Italy;Dipartimento di Informatica, Università degli Studi di Milano–Bicocca, Milano, Italy;Dipartimento di Informatica, Università degli Studi di Milano–Bicocca, Milano, Italy
Venue:
ODBASE'06/OTM'06 Proceedings of the 2006 Confederated international conference on On the Move to Meaningful Internet Systems: CoopIS, DOA, GADA, and ODBASE - Volume Part II
Year:
2006

Citing 10
Cited 0

Dynamic load balancing for distributed memory multiprocessors

Journal of Parallel and Distributed Computing
Turtles, termites, and traffic jams: explorations in massively parallel microworlds

Turtles, termites, and traffic jams: explorations in massively parallel microworlds
Stability analysis of lattice Boltzmann methods

Journal of Computational Physics
Multilevel diffusion schemes for repartitioning of adaptive meshes

Journal of Parallel and Distributed Computing - Special issue on dynamic load balancing
An improved diffusion algorithm for dynamic load balancing

Parallel Computing
Efficient schemes for nearest neighbor load balancing

Parallel Computing - Special issue on parallelization techniques for numerical modelling
Parallel and Distributed Computation: Numerical Methods

Parallel and Distributed Computation: Numerical Methods
Accelerated diffusion algorithms for dynamic load balancing

Information Processing Letters
Modeling Agent-Based Load Balancing with Time Delays

IAT '03 Proceedings of the IEEE/WIC International Conference on Intelligent Agent Technology
Fast construction of overlay networks

Proceedings of the seventeenth annual ACM symposium on Parallelism in algorithms and architectures

Quantified Score

Hi-index	0.00

Visualization

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.