Sustainable Machine Learning Retraining : Optimizing Energy Efficiency Without Compromising Accuracy (ICT4S 2025 - Research Papers)

Who

Lorena Poenaru-Olaru, June Sallou, Luís Cruz, Jan S. Rellermeyer, Arie van Deursen

Track

ICT4S 2025 Research Papers

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When

Tue 10 Jun 2025 10:30 - 11:00 at ALE E1.18 - Research Papers Block 1 - Tuesday
Tue 10 Jun 2025 11:00 - 11:30 at ALE E1.18 - Research Papers Block 1 - Tuesday
Tue 10 Jun 2025 11:30 - 12:00 at ALE E1.18 - Research Papers Block 1 - Tuesday
Tue 10 Jun 2025 18:15 - 18:45 at George Moore Auditorium - Remote Paper Session 1e - Tuesday

Abstract

Authors : Lorena Poenaru-Olaru, June Sallou, Luis Cruz, Jan S. Rellermeyer and Arie van Deursen Theme: AI for Energy Efficiency

Lorena Poenaru-OlaruAuthor

TU Delft

Netherlands

June SallouAuthor

Wageningen University & Research

Netherlands

Luís CruzAuthor

TU Delft

Netherlands

Jan S. RellermeyerAuthor

TU Delft

Netherlands

Arie van DeursenAuthor

TU Delft

Netherlands

Time Zone

The program is currently displayed in (GMT+01:00) Dublin.

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The GMT offsets shown reflect the offsets at the moment of the conference.

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Session Program

Tue 10 Jun
Displayed time zone: Dublin change

10:30 - 11:00	Research Papers Block 1 - TuesdayResearch Papers at ALE E1.18 +30min +1h

10:30 30m Research paper		Greening the AI: Evaluating Tokenization Methods for Energy-Efficient NLP Research Papers Rafiullah Omar University of L'Aquila, Henry Muccini University of L'Aquila, Italy
10:30 30m Research paper		How do companies manage the environmental sustainability of AI? An interview study about green AI efforts and regulations Research Papers Ashmita Sampatsing , Sophie Vos , Emma Beauxis Aussalet , Justus Bogner Vrije Universiteit Amsterdam Pre-print
10:30 30m Research paper		Sustainable Machine Learning Retraining : Optimizing Energy Efficiency Without Compromising Accuracy Research Papers A: Lorena Poenaru-Olaru TU Delft, A: June Sallou Wageningen University & Research, A: Luís Cruz TU Delft, A: Jan S. Rellermeyer TU Delft, A: Arie van Deursen TU Delft
10:30 30m Research paper		Sustainable AI : Sparse Backpropagation for Low-Carbon On-Device Training Research Papers A: Sunbal Iftikhar , A: Hassan Khan University of Galway, A: Steven Davy Technological University Dublin, A: John Breslin University of Galway
10:30 30m Research paper		Object-Centric Process Mining for Semi-Automated and Multi Perspective Sustainability Analysis Research Papers A: Nina Graves RWTH Aachen University, A: Andreas Fritsch , A: Raimund Hensen RWTH Aachen, A: István Koren RWTH Aachen University, A: Wil van der Aalst RWTH Aachen University, Germany

11:00 - 11:30	Research Papers Block 1 - TuesdayResearch Papers at ALE E1.18

11:00 30m Research paper		Object-Centric Process Mining for Semi-Automated and Multi Perspective Sustainability Analysis Research Papers A: Nina Graves RWTH Aachen University, A: Andreas Fritsch , A: Raimund Hensen RWTH Aachen, A: István Koren RWTH Aachen University, A: Wil van der Aalst RWTH Aachen University, Germany
11:00 30m Research paper		Sustainable Machine Learning Retraining : Optimizing Energy Efficiency Without Compromising Accuracy Research Papers A: Lorena Poenaru-Olaru TU Delft, A: June Sallou Wageningen University & Research, A: Luís Cruz TU Delft, A: Jan S. Rellermeyer TU Delft, A: Arie van Deursen TU Delft
11:00 30m Research paper		How do companies manage the environmental sustainability of AI? An interview study about green AI efforts and regulations Research Papers Ashmita Sampatsing , Sophie Vos , Emma Beauxis Aussalet , Justus Bogner Vrije Universiteit Amsterdam Pre-print
11:00 30m Research paper		Sustainable AI : Sparse Backpropagation for Low-Carbon On-Device Training Research Papers A: Sunbal Iftikhar , A: Hassan Khan University of Galway, A: Steven Davy Technological University Dublin, A: John Breslin University of Galway
11:00 30m Research paper		Greening the AI: Evaluating Tokenization Methods for Energy-Efficient NLP Research Papers Rafiullah Omar University of L'Aquila, Henry Muccini University of L'Aquila, Italy

11:30 - 12:00	Research Papers Block 1 - TuesdayResearch Papers at ALE E1.18

11:30 30m Research paper		Greening the AI: Evaluating Tokenization Methods for Energy-Efficient NLP Research Papers Rafiullah Omar University of L'Aquila, Henry Muccini University of L'Aquila, Italy
11:30 30m Research paper		Sustainable AI : Sparse Backpropagation for Low-Carbon On-Device Training Research Papers A: Sunbal Iftikhar , A: Hassan Khan University of Galway, A: Steven Davy Technological University Dublin, A: John Breslin University of Galway
11:30 30m Research paper		How do companies manage the environmental sustainability of AI? An interview study about green AI efforts and regulations Research Papers Ashmita Sampatsing , Sophie Vos , Emma Beauxis Aussalet , Justus Bogner Vrije Universiteit Amsterdam Pre-print
11:30 30m Research paper		Object-Centric Process Mining for Semi-Automated and Multi Perspective Sustainability Analysis Research Papers A: Nina Graves RWTH Aachen University, A: Andreas Fritsch , A: Raimund Hensen RWTH Aachen, A: István Koren RWTH Aachen University, A: Wil van der Aalst RWTH Aachen University, Germany
11:30 30m Research paper		Sustainable Machine Learning Retraining : Optimizing Energy Efficiency Without Compromising Accuracy Research Papers A: Lorena Poenaru-Olaru TU Delft, A: June Sallou Wageningen University & Research, A: Luís Cruz TU Delft, A: Jan S. Rellermeyer TU Delft, A: Arie van Deursen TU Delft

18:15 - 18:45	Remote Paper Session 1e - TuesdayResearch Papers at George Moore Auditorium

18:15 30m Research paper		Towards a Metal Usage Effectiveness metric in Data Centers Research Papers Rosalie Martin , Marie Reinbigler Telecom SudParis
18:15 30m Research paper		Sustainable Machine Learning Retraining : Optimizing Energy Efficiency Without Compromising Accuracy Research Papers A: Lorena Poenaru-Olaru TU Delft, A: June Sallou Wageningen University & Research, A: Luís Cruz TU Delft, A: Jan S. Rellermeyer TU Delft, A: Arie van Deursen TU Delft
18:15 30m Research paper		Sustainable Software Development – The State of Green Coding in Germany Research Papers A: Geerd-Dietger Hoffmann Employed by Green Coding Solutions, A: Verena Majuntke HTW Berlin

Information for Participants

Tue 10 Jun 2025 10:30 - 11:00 at ALE E1.18 - Research Papers Block 1 - Tuesday

Info for room ALE E1.18:

This room will be in use throughout the week for:

Workshops on Monday and Friday

Research Papers on Tuesday to Thursday

For the research paper sessions, there will be five tables, with a paper at each table. The author will have 30 minutes to discuss the paper with the group at each table, and will repeat this three times in the 90 minute paper session.

Tue 10 Jun 2025 11:00 - 11:30 at ALE E1.18 - Research Papers Block 1 - Tuesday

Info for room ALE E1.18:

This room will be in use throughout the week for:

Workshops on Monday and Friday

Research Papers on Tuesday to Thursday

For the research paper sessions, there will be five tables, with a paper at each table. The author will have 30 minutes to discuss the paper with the group at each table, and will repeat this three times in the 90 minute paper session.

Tue 10 Jun 2025 11:30 - 12:00 at ALE E1.18 - Research Papers Block 1 - Tuesday

Info for room ALE E1.18:

This room will be in use throughout the week for:

Workshops on Monday and Friday

Research Papers on Tuesday to Thursday

For the research paper sessions, there will be five tables, with a paper at each table. The author will have 30 minutes to discuss the paper with the group at each table, and will repeat this three times in the 90 minute paper session.