Estimation of energy consumption in machine learning
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Authors: Saman Barakat, Enrique Barba Roque, Ana Belén Sánchez, Sergio Segura
Published in Service-Oriented Computing – ICSOC 2022 Workshops, 2022
Automatic code generation for APIs considering inter-parameter dependencies.
Recommended citation: Barakat, S., Barba-Roque, E., Sánchez, A.B., Segura, S. (2022). "Secification-Driven Code Generation for Inter-parameter Dependencies in Web APIs." Service-Oriented Computing – ICSOC 2022 Workshops.
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Authors: Enrique Barba Roque, Luis Cruz, Thomas Durieux
Published in International Conference on Software Engineering, Ottawa, Canada, 2025
Energy debugging methodology for identifying and isolating energy consumption hotspots in software systems, with Alpine consuming up to 20.2% more power than Ubuntu in certain operations.
Authors: Enrique Barba Roque, Luis Cruz
Published in ICT for Sustainability Conference, Dublin, Ireland, 2025
Literature review of energy metrics for neuromorphic computing and Spiking Neural Networks (SNNs), identifying open challenges and research avenues with respect to fidelity and actionability of metrics
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I share my work on my Master Thesis on finding energy inefficiencies in different Linux distributions and libc implementations with the KDE Eco community, focused on improving energy efficiency of software. Minutes, Slides