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

30 April 2024

Justus Bogner

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

2 / 2 papers shown

Title
Sustainable Machine Learning Retraining: Optimizing Energy Efficiency Without Compromising Accuracy Lorena Poenaru-Olaru June Sallou Luís Cruz Jan S. Rellermeyer Arie van Deursen 22 0 0 16 Jun 2025
The More the Merrier? Navigating Accuracy vs. Energy Efficiency Design Trade-Offs in Ensemble Learning Systems Rafiullah Omar Justus Bogner H. Muccini Patricia Lago Silverio Martínez-Fernández Xavier Franch 62 2 0 03 Jul 2024