12 citations · 25 across the 13 of their papers we have counts for
3 papers · 1 filter
Ten Years of Teaching Empirical Software Engineering in the context of Energy-efficient Software
Ivano Malavolta, Vincenzo Stoico, Patricia Lago
In this chapter we share our experience in running ten editions of the Green Lab course at the Vrije Universiteit Amsterdam, the Netherlands. The course is given in the Software En…
A Controlled Experiment on the Energy Efficiency of the Source Code Generated by Code Llama
Vlad-Andrei Cursaru, Laura Duits, Joel Milligan +4
Context. Nowadays, 83% of software developers use Large Language Models (LLMs) to generate code. LLMs recently became essential to increase the productivity of software developers…
How to Sustainably Monitor ML-Enabled Systems? Accuracy and Energy Efficiency Tradeoffs in Concept Drift Detection
Rafiullah Omar, Justus Bogner, Joran Leest +3
ML-enabled systems that are deployed in a production environment typically suffer from decaying model prediction quality through concept drift, i.e., a gradual change in the statis…