Publications of Torsten Hoefler

Torsten Hoefler:

Benchmarking data science: Twelve ways to lie with statistics and performance on parallel computers

(IEEE Computer. Vol 55, pages 49-56, Aug. 2022)
Cover Feature Research Reproducibility

Abstract

We humorously discuss 12 fallacies when focusing on compute performance that we have frequently observed in practice. We follow each with a recommendation to mitigate the danger and hope to contribute to good benchmarking etiquette for data science.

Documents

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BibTeX

@article{hoefler-12-ways-data,
  author={Torsten Hoefler},
  title={{Benchmarking data science: Twelve ways to lie with statistics and performance on parallel computers}},
  journal={IEEE Computer},
  year={2022},
  month={Aug.},
  pages={49-56},
  volume={55},
  source={http://www.unixer.de/~htor/publications/},
}


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