A framework for energy and carbon footprint analysis of distributed and federated edge learning.
Stefano SavazziSanaz KianoushVittorio RampaMehdi BennisPublished in: PIMRC (2021)
Keyphrases
- distributed learning
- learning algorithm
- learning systems
- main contribution
- learning process
- lightweight
- reinforcement learning
- online learning
- distributed systems
- learning frameworks
- learning problems
- statistical analysis
- probabilistic model
- edge detection
- supervised learning
- active learning
- prior knowledge
- image analysis
- data analysis
- energy consumption
- learning tasks
- e learning
- analysis tool
- machine learning
- distributed information systems
- neural network