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Global Communication Schemes for the Sparse Grid Combination Technique

Hupp, Phillip; Jacob, Riko; Heene, Mario; Pflüger, Dirk; Hegland, Markus


High-dimensional simulations pose a challenge even for next-generation high-performance computers. Hierarchical methods can reduce these extreme computational demands, but they tend to introduce more complicated communication patterns. One such approach is the sparse grid combination technique that splits the problem into several smaller full grids that are synchronized regularly. We analyze this communication task for arbitrary dimension d by deriving lower bounds and giving algorithms. For...[Show more]

CollectionsANU Research Publications
Date published: 2014
Type: Journal article
Source: Advances in Parallel Computing
DOI: 10.3233/978-1-61499-381-0-564


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