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} 

}