Distributed Path Compression for Piecewise Linear Morse-Smale Segmentations and Connected Components - Institut des sciences du calcul et des données
Communication Dans Un Congrès Année : 2024

Distributed Path Compression for Piecewise Linear Morse-Smale Segmentations and Connected Components

Résumé

This paper describes the adaptation of a well-scaling parallel algorithm for computing Morse-Smale segmentations based on path compression to a distributed computational setting. Additionally, we extend the algorithm to efficiently compute connected components in distributed structured and unstructured grids, based either on the connectivity of the underlying mesh or a feature mask. Our implementation is seamlessly integrated with the distributed extension of the Topology ToolKit (TTK), ensuring robust performance and scalability. To demonstrate the practicality and efficiency of our algorithms, we conducted a series of scaling experiments on large-scale datasets, with sizes of up to 4096^3 vertices on up to 64 nodes and 768 cores.
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Dates et versions

hal-04674261 , version 1 (21-08-2024)

Identifiants

  • HAL Id : hal-04674261 , version 1

Citer

Michael Will, Jonas Lukasczyk, Julien Tierny, Christoph Garth. Distributed Path Compression for Piecewise Linear Morse-Smale Segmentations and Connected Components. IEEE LDAV 2024, Oct 2024, Saint Pete Beach, United States. ⟨hal-04674261⟩
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