Data-aware Hierarchical Federated Learning via Task Offloading.
Mulei MaLiantao WuWenxiang LiuNanxi ChenZiyu ShaoYang YangPublished in: GLOBECOM (2022)
Keyphrases
- prior knowledge
- data sets
- synthetic data
- statistical analysis
- data analysis
- knowledge discovery
- data sources
- learning models
- database
- raw data
- data distribution
- data collection
- probability distribution
- reinforcement learning
- database systems
- learning algorithm
- image data
- data processing
- digital libraries
- computer systems
- original data
- feature selection
- human experts
- clustering algorithm
- learning systems
- knowledge acquisition
- online learning
- input data
- query processing