Beyond CO2 Emissions: The Overlooked Impact of Water Consumption of Information Retrieval Models

Author:

Zuccon Guido1ORCID,Scells Harrisen2ORCID,Zhuang Shengyao1ORCID

Affiliation:

1. The University of Queensland, Brisbane, QLD, Australia

2. Leipzig University, Leipzig, Germany

Funder

Australian Research Council

Publisher

ACM

Reference43 articles.

1. ISO/TC 207/SC 5. 2006. ISO 14040:2006 Environmental Management - Life Cycle Assessment - Principles and Framework ( second ed.). ISO , Geneva, Switzerland . ISO/TC 207/SC 5. 2006. ISO 14040:2006 Environmental Management - Life Cycle Assessment - Principles and Framework (second ed.). ISO, Geneva, Switzerland.

2. Energy-efficient algorithms

3. The Brisbane Declaration and Global Action Agenda on Environmental Flows (2018)

4. Assessing ICT global emissions footprint: Trends to 2040 & recommendations

5. Exploiting Green Energy to Reduce the Operational Costs of Multi-Center Web Search Engines

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1. Large language models for life cycle assessments: Opportunities, challenges, and risks;Journal of Cleaner Production;2024-08

2. ReNeuIR at SIGIR 2024: The Third Workshop on Reaching Efficiency in Neural Information Retrieval;Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval;2024-07-10

3. Enhancing Human Annotation: Leveraging Large Language Models and Efficient Batch Processing;Proceedings of the 2024 ACM SIGIR Conference on Human Information Interaction and Retrieval;2024-03-10

4. Towards Sustainable Consumption and Production in a Thirsty World: Progress and Challenges in Water Footprint Assessment;Water;2023-08-28

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