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What are Carbon Footprint and Carbon Footprint Calculators?
Issues in Science and Technology Librarianship, 2023 Carbon Footprint (CF) calculations have recently drawn considerable attention in order to limit greenhouse gas (GHG) emissions. Adapting to environmental consequences of climate change will require collaborative action, which involves every stakeholder, particularly libraries. CF calculators are digital tools for revealing and reducing CF.
Selenay Aytac
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Estimating the Carbon Footprint of BLOOM, a 176B Parameter Language Model [PDF]
Journal of machine learning research, 2022 Progress in machine learning (ML) comes with a cost to the environment, given that training ML models requires significant computational resources, energy and materials.
A. Luccioni +2 more
semanticscholar +1 more source
The Carbon Footprint of Machine Learning Training Will Plateau, Then Shrink [PDF]
Computer, 2022 Machine learning (ML) workloads have rapidly grown, raising concerns about their carbon footprint. We show four best practices to reduce ML training energy and carbon dioxide emissions. If the whole ML field adopts best practices, we predict that by 2030,
David A. Patterson +9 more
semanticscholar +1 more source
Harmonizing Corporate Carbon Footprints [PDF]
Nature Communications, 2020 Abstract Global greenhouse gas emissions need to reach net-zero around mid-century to limit global warming to 1.5°C. This decarbonization challenge has, inter alia, increased the political and societal pressure on companies to disclose their carbon footprints. As a response, numerous companies announced roadmaps to become carbon neutral or even
Lena Klaaßen, Christian Stoll
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LLMCarbon: Modeling the end-to-end Carbon Footprint of Large Language Models [PDF]
International Conference on Learning Representations, 2023 The carbon footprint associated with large language models (LLMs) is a significant concern, encompassing emissions from their training, inference, experimentation, and storage processes, including operational and embodied carbon emissions.
Ahmad Faiz +6 more
semanticscholar +1 more source
Land, 2021 Carbon footprint is emerging as an effective tool for carbon emission management, especially that from fossil energy consumption. In addition, decoupling analysis is important to keep a high pace of economic growth while reducing carbon emission and its ...
Fengsong Pei +3 more
doaj +1 more source
Cradle-to-Grave Emission Reduction for Easyhaler Dry Powder Inhaler Product Portfolio
Pulmonary Therapy, 2023 Introduction There is increasing pressure to prefer propellant-free inhaler devices over pressurized metered-dose inhalers (pMDI) due to environmental considerations.
Matleena Inget +4 more
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Carbon footprint accounting method for pipeline transportation of refined oil products
You-qi chuyun, 2021 Studying the carbon footprint accounting method for pipeline transportation of refined oil products can provide support for the study on carbon emission characteristics and laws during the transportation of refined oil products.
Tao TIAN, Ye JIANG, Zijian WANG
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Toward Sustainable HPC: Carbon Footprint Estimation and Environmental Implications of HPC Systems [PDF]
International Conference for High Performance Computing, Networking, Storage and Analysis, 2023 The rapid growth in demand for HPC systems has led to a rise in carbon footprint, which requires urgent intervention. In this work, we present a comprehensive analysis of the carbon footprint of high-performance computing (HPC) systems, considering the ...
Baolin Li +5 more
semanticscholar +1 more source
Carbon Footprint Calculator for Paddy Production using Sustainable Web Design
Journal of Computing Research and Innovation, 2018 Climate change is one of the major issues that concerned by the global community. Carbon footprint calculation has evolved as one indicator to measure the concentration of the carbon emission release.
Romiza Md Nor +1 more
doaj +5 more sources