Rafiullah Omar

According to our database, Rafiullah Omar authored at least 7 papers between 2023 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Making Sense of AI Agents Hype: Adoption, Architectures, and Takeaways from Practitioners.

Ruoyu Su, Matteo Esposito, Roberta Capuano, Rafiullah Omar, June Sallou, Henry Muccini, Davide Taibi

CoRR, April, 2026

2025

Greening the AI: Evaluating tokenization methods for Energy-efficient NLP.

Rafiullah Omar, Henry Muccini

Proceedings of the 11th International Conference on ICT for Sustainability, 2025

2024

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

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

CoRR, 2024

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

Rafiullah Omar, Henry Muccini

Proceedings of the 10th International Conference on ICT for Sustainability, 2024

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

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

Proceedings of the 10th International Conference on ICT for Sustainability, 2024

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

Rafiullah Omar

Proceedings of the IEEE/ACM 3rd International Conference on AI Engineering, 2024

2023

AI And Energy Efficiency.

Rafiullah Omar

Proceedings of the 20th International Conference on Software Architecture, 2023