5 citations · 11 across the 7 of their papers we have counts for
9 papers
Systematic Detection of Energy Regressions in Software Version Histories
Jérôme Maquoi, François Bechet, Luís Cruz +2
Context: Green software engineering is emerging as a crucial response to the rising energy impact of information technology, especially in continuous development. However, challeng…
Beyond FLOPs: Energy-Aware Knowledge Distillation for Sustainable LLMs on Code-Related Task
Enrique Barba Roque, Luís Cruz, Annibale Panichella
Background: Large Language Models (LLMs) are increasingly being applied to Software Engineering (SE) tasks, achieving high accuracy across problems such as clone detection, vulnera…
Systematic Detection of Energy Regression and Corresponding Code Patterns in Java Projects
François Bechet, Jérôme Maquoi, Luís Cruz +2
Green software engineering is emerging as a crucial response to information technology's rising energy impact, especially in continuous development. However, there remain challenge…
Prepared for the Unknown: Adapting AIOps Capacity Forecasting Models to Data Changes
Lorena Poenaru-Olaru, Wouter van 't Hof, Adrian Stando +5
Capacity management is critical for software organizations to allocate resources effectively and meet operational demands. An important step in capacity management is predicting fu…
Energy Aware Development of Neuromorphic Implantables: From Metrics to Action
Enrique Barba Roque, Luis Cruz
Spiking Neural Networks (SNNs) and neuromorphic computing present a promising alternative to traditional Artificial Neural Networks (ANNs) by significantly improving energy efficie…
On the Effectiveness of the 'Follow-the-Sun' Strategy in Mitigating the Carbon Footprint of AI in Cloud Instances
Roberto Vergallo, Luís Cruz, Alessio Errico +1
'Follow-the-Sun' (FtS) is a theoretical computational model aimed at minimizing the carbon footprint of computer workloads. It involves dynamically moving workloads to regions with…
Unveiling the Energy Vampires: A Methodology for Debugging Software Energy Consumption
Enrique Barba Roque, Luis Cruz, Thomas Durieux
Energy consumption in software systems is becoming increasingly important, especially in large-scale deployments. However, debugging energy-related issues remains challenging due t…
Green AI in Action: Strategic Model Selection for Ensembles in Production
Nienke Nijkamp, June Sallou, Niels van der Heijden +1
Integrating Artificial Intelligence (AI) into software systems has significantly enhanced their capabilities while escalating energy demands. Ensemble learning, combining predictio…
EnergiBridge: Empowering Software Sustainability through Cross-Platform Energy Measurement
June Sallou, Luís Cruz, Thomas Durieux
In the continually evolving realm of software engineering, the need to address software energy consumption has gained increasing prominence. However, the absence of a platform-inde…