Energy and Emissions of Machine Learning on Smartphones vs. the Cloud.
David PattersonJeffrey M. GilbertMarco GruteserEfren RoblesKrishna SekarYong WeiTenghui ZhuPublished in: Commun. ACM (2024)
Keyphrases
- machine learning
- energy saving
- carbon dioxide
- energy consumption
- mobile devices
- cloud computing
- data center
- natural language processing
- global warming
- information extraction
- inductive learning
- pattern recognition
- data mining
- energy minimization
- semi supervised learning
- energy efficiency
- learning systems
- neural network
- learning algorithm
- support vector machine
- active learning
- model selection
- machine learning algorithms
- text classification
- text mining
- artificial intelligence
- supervised learning
- explanation based learning
- computer vision
- mobile applications
- diesel engine
- minimum energy
- electric power
- energy efficient
- computer science
- learning tasks
- machine learning methods
- knowledge acquisition