Hierarchical Dynamic Load Balancing Strategy for a p-adaptive Discontinuous Galerkin Compressible LES Solver

The current work proposes a dynamic hierarchical load balancing strategy for a p-adaptive local discontinuous Galerkin compressible LES solver. Firstly, the load balancing problem is properly reformulated as a graph partitioning problem. Then, the graph partitioning step is solved exploiting the partitioning capabilities of the Zoltan library. Finally, this approach is validated on a classic benchmark for LES simulations, that is, the flow past a square cylinder. The hardware-informed load balancing capabilities and the overall performance of the proposed strategy are discussed. Lastly, the influence of load balancing on the results is investigated. Results demonstrate the goodness of the current framework, that allows for dynamically balanced adaptive simulations of complex and unsteady turbulent flows.

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Publication Details

Journal
Procedia Computer Science
Published
2025-01-01
DOI
https://doi.org/10.1016/j.procs.2025.08.233
Primary Topic
Advanced Numerical Methods in Computational Mathematics
Type
article
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article

Hierarchical Dynamic Load Balancing Strategy for a p-adaptive Discontinuous Galerkin Compressible LES Solver

Antonella Abbà, Paolo S. Valvo
Procedia Computer Science
Advanced Numerical Methods in Computational Mathematics
article

Hierarchical Dynamic Load Balancing Strategy for a p-adaptive Discontinuous Galerkin Compressible LES Solver

Antonella Abbà, Paolo S. Valvo
article en

Abstract

The current work proposes a dynamic hierarchical load balancing strategy for a p-adaptive local discontinuous Galerkin compressible LES solver. Firstly, the load balancing problem is properly reformulated as a graph partitioning problem. Then, the graph partitioning step is solved exploiting the partitioning capabilities of the Zoltan library. Finally, this approach is validated on a classic benchmark for LES simulations, that is, the flow past a square cylinder. The hardware-informed load balancing capabilities and the overall performance of the proposed strategy are discussed. Lastly, the influence of load balancing on the results is investigated. Results demonstrate the goodness of the current framework, that allows for dynamically balanced adaptive simulations of complex and unsteady turbulent flows.

Procedia Computer ScienceVol. 267
Politecnico di Milano (IT)
Openalex Percentile: Top 72%
Advanced Numerical Methods in Computational Mathematics
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Hierarchical Dynamic Load Balancing Strategy for a p-adaptive Discontinuous Galerkin Compressible LES Solver — Antonella Abbà, Paolo S. Valvo · Procedia Computer Science (2025) | TGRS Research Map | TGRS