A first look into the carbon footprint of federated learning.
Xinchi QiuTitouan ParcolletJavier Fernández-MarquésPedro Porto Buarque de GusmãoDaniel J. BeutelTaner TopalAkhil MathurNicholas D. LanePublished in: CoRR (2021)
Keyphrases
- learning process
- learning systems
- learning algorithm
- online learning
- active learning
- wireless sensor networks
- carbon dioxide
- learning scheme
- learning scenarios
- learning problems
- learning tasks
- knowledge acquisition
- supervised learning
- data mining
- mobile devices
- case study
- decision making
- feature selection
- information retrieval