Energy Efficiency of AI-Powered Components: A Comparative Study of Feature Selection Methods

Authors: Omar, Rafiullah, Muccini, Henry

Source: 2024 10th International Conference on ICT for Sustainability (ICT4S) ICT4S ICT for Sustainability (ICT4S), 2024 10th International Conference on. :99-108 Jun, 2024

Relation: 2024 10th International Conference on ICT for Sustainability (ICT4S)

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

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

Source: 2024 10th International Conference on ICT for Sustainability (ICT4S) ICT4S ICT for Sustainability (ICT4S), 2024 10th International Conference on. :172-182 Jun, 2024

Relation: 2024 10th International Conference on ICT for Sustainability (ICT4S)

Energy-Efficient Development of ML-Enabled Systems: A Data-Centric Approach

Authors: Omar, Rafiullah

Source: 2024 IEEE/ACM 3rd International Conference on AI Engineering – Software Engineering for AI (CAIN) CAIN AI Engineering – Software Engineering for AI (CAIN), 2024 IEEE/ACM 3rd International Conference on. :259-263 Apr, 2024

Relation: 2024 IEEE/ACM 3rd International Conference on AI Engineering – Software Engineering for AI (CAIN)

The More the Merrier? Navigating Accuracy vs. Energy Efficiency Design Trade-Offs in Ensemble Learning Systems

Authors: Omar, Rafiullah, Bogner, Justus, Muccini, Henry, Lago, Patricia, Martínez-Fernández, Silverio, Franch, Xavier

Subject Terms: Computer Science - Machine Learning, Computer Science - Software Engineering

Access URL: http://arxiv.org/abs/2407.02914

AI And Energy Efficiency

Authors: Omar, Rafiullah

Source: 2023 IEEE 20th International Conference on Software Architecture Companion (ICSA-C) ICSA-C Software Architecture Companion (ICSA-C), 2023 IEEE 20th International Conference on. :141-144 Mar, 2023

Relation: 2023 IEEE 20th International Conference on Software Architecture Companion (ICSA-C)