Sustainable AI : Sparse Backpropagation for Low-Carbon On-Device Training (ICT4S 2025 - Research Papers)

Who

Sunbal Iftikhar, Hassan Khan, Steven Davy, John Breslin

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 16:15 - 16:45 at ALE E1.18 - Remote Paper Session 1a - Tuesday

Abstract

Authors : Sunbal Iftikhar, Hassan Khan, Steven Davy and John Breslin

Sunbal IftikharAuthor

Hassan KhanAuthor

University of Galway

Ireland

Steven DavyAuthor

Technological University Dublin

John BreslinAuthor

University of Galway

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

16:15 - 16:45	Remote Paper Session 1a - TuesdayResearch Papers at ALE E1.18

16:15 30m Research paper		Local-First Software for Green IT Research Papers A: Lylian Siffre , A: Thomas Ledoux , A: Renaud Pawlak , A: Jonathan Guery
16:15 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
16:15 30m Research paper		Ten Years of Software Engineering in Society Research Papers A: Iffat Fatima Vrije Universiteit Amsterdam, A: Patricia Lago Vrije Universiteit Amsterdam Pre-print

Information for Participants

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.