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Measuring and Modeling CO2 Emissions in Machine Learning Processes
Published on Oct 21, 202410 Views
With the rapid expansion of the computing industry, efficient energy utilization and reduction of CO2 emissions are critically important. This research develops analytical tools to predict CO2 emissio
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Chapter list
Measuring and Modeling CO₂ Emissions in Machine Learning Processes00:00
Introduction & Motivation00:28
Related work01:40
Methodology overview03:35
Detailed measuring architecture05:02
Model architecture06:49
Emission overview and web app for visualization08:10
Cross Validation-Errors09:43
Challenges and Future work11:50