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October 20, 2025Open Access

A Distributed Partitioning Software and its Applications

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This article demonstrates a hybrid programming model that optimizes data distribution in many-core HPC systems, highlighting partitioning efficiency.

The geometric partitioning software optimizes load distribution, ensuring efficient computation on many-core HPC machines.
Partitioning costs were minimized to tolerate frequent adjustments in data distribution for improved performance.
The algorithm combines geometric principles with statistical data to ensure effective partitioning of 2D and 3D meshes.
Experiments demonstrate the software's ability to enhance parallel algorithms on HPC systems utilizing advanced many-core processors.

Aparna Sasidharan (2025) studied this question.

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This article demonstrates a hybrid programming model that optimizes data distribution in many-core HPC systems, highlighting partitioning efficiency.