Latest Publications

Nienke Nijkamp, June Sallou, Niels van der Heijden, Luís Cruz (2024). Green AI in Action: Strategic Model Selection for Ensembles in Production. AIware'24.

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June Sallou, Thomas Durieux, Annibale Panichella (2024). Breaking the Silence: the Threats of Using LLMs in Software Engineering. ICSE'24.

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June Sallou, Luís Cruz, Thomas Durieux (2024). EnergiBridge: Empowering Software Sustainability through Cross-Platform Energy Measurement. Preprint.

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Tim Yarally, Luís Cruz, Daniel Feitosa, June Sallou, Arie van Deursen (2023). Batching for Green AI - An Exploratory Study on Inference. SEAA'23.

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Wander Siemers, June Sallou, Luís Cruz (2023). The Two Faces of AI in Green Mobile Computing: A Literature Review. SEAA'23.

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Tim Yarally, Luís Cruz, Daniel Feitosa, June Sallou, Arie van Deursen (2023). Uncovering Energy-Efficient Practices in Deep Learning Training: Preliminary Steps Towards Green AI. CAIN'23.

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Lorena Poenaru-Olaru, June Sallou, Luís Cruz, Jan Rellermeyer, Arie van Deursen (2023). Retrain AI Systems Responsibly! Use Sustainable Concept Drift Adaptation Techniques. GREENS'23.

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Roberto Verdecchia, June Sallou, Luís Cruz (2023). A Systematic Review of Green AI. WIREs Data Mining and Knowledge Discovery.

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Dorian Leroy, June Sallou, Johann Bourcier, Benoit Combemale (2022). On the role of computer languages in scientific computing. IEEE Computing in Science and Engineering.

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Roberto Verdecchia, Luís Cruz, June Sallou, Michelle Lin, Wickenden James, Estelle Hotellier (2022). Data-Centric Green AI: An Exploratory Empirical Study. International Conference on ICT for Sustainability (ICT4S).

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Dorian Leroy, June Sallou, Johann Bourcier, Benoit Combemale (2021). When Scientific Software Meets Software Engineering. IEEE Computer.

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Benoit Combemale, Jorg Kienzle, Gunter Mussbacher, Hyacinth Ali, Daniel Amyot, Mojtaba Bagherzadeh, Edouard Batot, Nelly Bencomo, Benjamin Benni, Jean-Michel Bruel, Jordi Cabot, Betty H.C. Cheng, Philippe Collet, Gregor Engels, Robert Heinrich, Jean-Marc Jezequel, Anne Koziolek, Sebastien Mosser, Ralf Reussner, Houari Sahraoui, Rijul Saini, June Sallou, Serge Stinckwich, Eugene Syriani, Manuel Wimmer (2021). A Hitchhiker's Guide to Model-Driven Engineering for Data-Centric Systems. IEEE Software.

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June Sallou, Alexandre Gauvain, Johann Bourcier, Benoit Combemale, Jean-Raynald de Dreuzy (2020). Loop Aggregation for Approximate Scientific Computing. International Conference on Computational Science – ICCS 2020.

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