ICSE 2026 (series) / GREENS 2026 (series) / GREENS 2026 /
Bridging the gap between industry and academia: sustainability in LLM-assisted software engineering
Tue 14 Apr 2026 12:00 - 12:10 at Oceania VII - GREENS 2026 - Pitch Session 2 / Group Discussions
The advent of Large Language Models in software engineering brings both academic research and industry to the cutting edge of uncharted territory, breaking the typical division of roles, and inviting a new type of symbiosis between academia and industry.
Drawing on insights from the SILAS workshop, this paper examines sustainability in LLM-assisted software engineering. It identifies key gaps between academic and industrial approaches to methods and metrics, accessibility of systems, and efficiency trade-offs. We outline key considerations for shaping research agendas that emphasize standardized, outcome-oriented frameworks linking reproducibility with real-world sustainability.
Tue 14 AprDisplayed time zone: Brasilia, Distrito Federal, Brazil change
Tue 14 Apr
Displayed time zone: Brasilia, Distrito Federal, Brazil change
11:00 - 12:30 | GREENS 2026 - Pitch Session 2 / Group DiscussionsGREENS at Oceania VII Pitch Session 2 (5-minute pitch of each paper) followed by breakout group discussions | ||
11:00 10mTalk | The Impact of External Libraries on Software Energy Efficiency and Sustainability GREENS Nabihah Chaudhry LUT University, Salim Kamaludeen Lawal LUT University, Shola Oyedeji LUT University | ||
11:10 10mTalk | Integrating API Energy Profiling into Developer Workflows: The VerdeFlow Prototype GREENS Mbanyick B Joof LUT University, Muhammad Asif Khan LUT University, Shola Oyedeji LUT University , Jari Porras LUT University | ||
11:20 10mTalk | Operationalizing Sustainability through Non-Functional Requirements: A Domain-Oriented Model for Biomedical Software GREENS Livia dos Reis Edinger da Silva Federal University of Health Sciences of Porto Alegre (UFCSPA), Maria Antônia Gómez de Oliveira Maia Universidade Federal de Ciências da Saúde de Porto Alegre (UFCSPA), Juliana Silva Herbert UFCSPA - Universidade Federal de Ciências da Saúde de Porto Alegre | ||
11:30 10mTalk | Can We Measure What We Ignore? Rethinking the Individual Dimension of Software Sustainability in Digital Health GREENS Juliana Silva Herbert UFCSPA - Universidade Federal de Ciências da Saúde de Porto Alegre, Livia dos Reis Edinger da Silva Federal University of Health Sciences of Porto Alegre (UFCSPA), Muriel Figueredo Franco Federal University of Health Sciences of Porto Alegre (UFCSPA), Isabel Cristina Siqueira da Silva Federal University of Health Sciences of Porto Alegre (UFCSPA) | ||
11:40 10mTalk | METRION: A Framework for Accurate Software Energy Measurement GREENS Benjamin Weigell University of Augsburg, Simon Hornung University of Augsburg, Bernhard Bauer University of Augsburg | ||
11:50 10mTalk | Beyond Energy Consumption: Accurate Emission Factors for Production Sites GREENS | ||
12:00 10mTalk | Bridging the gap between industry and academia: sustainability in LLM-assisted software engineering GREENS Maja Kirkeby Roskilde University, Pepijn de Reus University of Amsterdam, Ana Oprescu University of Amsterdam, Kalle Pronk Fontys University of Applied Sciences, Qin Zhao Fontys University of Applied Science, Fernando Castor University of Twente, João Paulo Fernandes New York University, Abu Dhabi | ||
12:10 10mTalk | Graphical Interface Model for Empowering Web Application Users to Make Sustainable Choices: a Technology Acceptance Study GREENS Giuliano Marques Bonazzi Instituto Técnológico de Aeronáutica, Jacopo Ammendola Free University of Bozen-Bolzano, Eduardo Guerra Free University of Bozen-Bolzano | ||
12:20 10mTalk | Software Library Energy Meter (SLEM) : An Automated Energy Measurement Tool for Software Libraries GREENS Akilesh P Indian Institute of Technology Tirupati, Shivadharshan S Indian Institute of Technology Tirupati, Rajrupa Chattaraj Indian Institute of Technology Tirupati, India, Sridhar Chimalakonda Indian Institute of Technology Tirupati, Vibhu Saujanya Sharma Accenture Labs, Vikrant Kaulgud Accenture Labs, India | ||