130 citations · 136 across the 2 of their papers we have counts for
2 papers
cs.CY2019★ 130 cited
Quantifying the Carbon Emissions of Machine Learning
Alexandre Lacoste, Alexandra Luccioni, Victor Schmidt +1
From an environmental standpoint, there are a few crucial aspects of training a neural network that have a major impact on the quantity of carbon that it emits. These factors inclu…
cs.CY2014★ 6 cited
Challenges and complexities in application of LCA approaches in the case of ICT for a sustainable future
Reza Farrahi Moghaddam, Fereydoun Farrahi Moghaddam, Thomas Dandres +3
In this work, three of many ICT-specific challenges of LCA are discussed. First, the inconsistency versus uncertainty is reviewed with regard to the meta-technological nature of IC…