3 papers
cs.SE2025
Greening AI-enabled Systems with Software Engineering: A Research Agenda for Environmentally Sustainable AI Practices
Luís Cruz, João Paulo Fernandes, Maja H. Kirkeby +22
The environmental impact of Artificial Intelligence (AI)-enabled systems is increasing rapidly, and software engineering plays a critical role in developing sustainable solutions.…
cs.SE2024
Innovating for Tomorrow: The Convergence of SE and Green AI
Luís Cruz, Xavier Franch Gutierrez, Silverio Martínez-Fernández
The latest advancements in machine learning, specifically in foundation models, are revolutionizing the frontiers of existing software engineering (SE) processes. This is a bi-dire…
cs.LG2023
Estimating Deep Learning energy consumption based on model architecture and training environment
Santiago del Rey, Luís Cruz, Xavier Franch +1
To raise awareness of the environmental impact of deep learning (DL), many studies estimate the energy use of DL systems. However, energy estimates during DL training often rely on…