How to Sustainably Monitor ML-Enabled Systems? Accuracy and Energy Efficiency Tradeoffs in Concept Drift Detection

Omar, Rafiullah; Bogner, Justus; Leest, Joran; Stoico, Vincenzo; Lago, Patricia; Muccini, Henry

by Rafiullah Omar, Justus Bogner, Joran Leest, Vincenzo Stoico, Patricia Lago, Henry Muccini

Reference:

Rafiullah Omar, Justus Bogner, Joran Leest, Vincenzo Stoico, Patricia Lago, Henry Muccini, "How to Sustainably Monitor ML-Enabled Systems? Accuracy and Energy Efficiency Tradeoffs in Concept Drift Detection", In , pp. 172-182, 2024.

Bibtex Entry:

@article{
omar2024sustainably,
  title={How to Sustainably Monitor ML-Enabled Systems? Accuracy and Energy Efficiency Tradeoffs in Concept Drift Detection},
  author={Omar, Rafiullah and Bogner, Justus and Leest, Joran and Stoico, Vincenzo and Lago, Patricia and Muccini, Henry},
  booktitle={2024 10th International Conference on ICT for Sustainability (ICT4S)},
  pages={172--182},
  year={2024},
  organization={IEEE},
keywords={Green AI}
}