Omar Rafiullah
PhD Student
P.h.D Student at L’Aquila University, Italy. I’m working with Prof. Henry Muccini on the topic of Green Software.
My career in software engineering began more than 12 years ago. I enrolled at NUML Islamabad as a software engineering student in 2009 after completing my high school education. After graduating from NUML Islamabad in 2015, I joined Salam University as a visiting lecturer in software engineering. Later I started working full-time as a MIS developer for the Ministry of Agriculture, Irrigation, and Livestock before being promoted to MIS manager. Then, I worked as a GIS programmer and Data specialist at ICIMOD. I started working at the Ministry of Mines and Petroleum in 2021 as the Director of management information systems. I completed my master’s degree in information technology at Kabul University with affiliation with Tallinn University in Estonia. After I started attending L’Aquila University in 2022 as a Ph.D. student under d the supervision of prof. Henry
Publications
- How to Sustainably Monitor ML-Enabled Systems? Accuracy and Energy Efficiency Tradeoffs in Concept Drift Detection.on December 31, 2023 at 11:00 pm
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. CoRR abs/2404.19452 (2024)
- The More the Merrier? Navigating Accuracy vs. Energy Efficiency Design Trade-Offs in Ensemble Learning Systems.on December 31, 2023 at 11:00 pm
Rafiullah Omar, Justus Bogner, Henry Muccini, Patricia Lago, Silverio Martínez-Fernández, Xavier Franch:The More the Merrier? Navigating Accuracy vs. Energy Efficiency Design Trade-Offs in Ensemble Learning Systems. CoRR abs/2407.02914 (2024)
- Energy-Efficient Development of ML-Enabled Systems: A Data-Centric Approach.on December 31, 2023 at 11:00 pm
Rafiullah Omar:Energy-Efficient Development of ML-Enabled Systems: A Data-Centric Approach. CAIN 2024: 259-263
- AI And Energy Efficiency.on December 31, 2022 at 11:00 pm
Rafiullah Omar:AI And Energy Efficiency. ICSA-C 2023: 141-144