Is TinyML Sustainable? Assessing the Environmental Impacts of Machine Learning on Microcontrollers.
Shvetank PrakashMatthew StewartColby R. BanburyMark MazumderPete WardenBrian PlancherVijay Janapa ReddiPublished in: CoRR (2023)
Keyphrases
- machine learning
- machine learning algorithms
- knowledge acquisition
- explanation based learning
- pattern recognition
- learning algorithm
- decision trees
- text classification
- machine learning methods
- information extraction
- learning systems
- hardware and software
- data mining
- natural language processing
- computational intelligence
- unsupervised learning
- emergency management
- databases
- reinforcement learning
- feature selection
- artificial intelligence
- database
- active learning
- computer science
- computer vision
- learning tasks
- inductive learning
- machine learning approaches
- information retrieval
- environmental sciences