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Parallelize benchmark execution #103

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hidmic opened this issue Sep 28, 2024 · 0 comments
Open

Parallelize benchmark execution #103

hidmic opened this issue Sep 28, 2024 · 0 comments
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enhancement New feature or request

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@hidmic
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hidmic commented Sep 28, 2024

Feature description

Benchmarks can take a very, very long time when running against long datasets in real time, as it is often necessary to ensure stable system execution and representative results. LAMBKIN does not currently support any form parallelization, when it could trivially do so. We should devise a mechanism for this.

Implementation considerations

Multiple, independent benchmarks running on the same machine will invariably interact: all computational resources are shared, and this will skew results. Safe parallelization will likely require multi-machine support.

@hidmic hidmic added the enhancement New feature or request label Sep 28, 2024
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