5 citations · 8 across the 4 of their papers we have counts for
4 papers
Making Sense of AI Agents Hype: Adoption, Architectures, and Takeaways from Practitioners
Ruoyu Su, Matteo Esposito, Roberta Capuano +4
To support practitioners in understanding how agentic systems are designed in real-world industrial practice, we present a review of practitioner conference talks on AI agents. We…
Can We Make Code Green? Understanding Trade-Offs in LLMs vs. Human Code Optimizations
Pooja Rani, Jan-Andrea Bard, June Sallou +3
The rapid technological evolution has accelerated software development for various domains and use cases, contributing to a growing share of global carbon emissions. While recent l…
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…