Counting Carbon: A Survey of Factors Influencing the Emissions of Machine Learning.
Alexandra Sasha LuccioniAlex Hernández-GarcíaPublished in: CoRR (2023)
Keyphrases
- factors influencing
- machine learning
- carbon dioxide
- factors affecting
- machine learning methods
- decision trees
- text classification
- supervised learning
- data center
- machine learning approaches
- grounded theory
- computer science
- feature selection
- data analysis
- text mining
- pattern recognition
- reinforcement learning
- machine learning algorithms
- learning systems
- computer vision
- learning tasks
- electric power
- greenhouse gas emissions
- energy saving
- explanation based learning
- global warming
- energy consumption
- model selection
- support vector machine
- knowledge discovery
- knowledge representation
- learning algorithm
- computational intelligence
- natural language processing
- technology acceptance
- power generation
- active learning
- data mining