FedDS: Data Selection for Streaming Federated Learning with Limited Storage.
Yongquan WeiXijun WangKun GuoHoward H. YangXiang ChenPublished in: WCNC (2024)
Keyphrases
- background knowledge
- data collection
- learning process
- data quality
- learning systems
- synthetic data
- data sources
- data sets
- original data
- data processing
- database
- learning algorithm
- training data
- reinforcement learning
- continuous stream
- efficient storage
- stored data
- streaming data
- storage space
- missing data
- high quality
- data structure
- prior knowledge
- knowledge acquisition
- data analysis
- data points
- probability distribution
- xml documents
- feature space
- storage systems
- learned models
- data transfer
- distributed data
- knowledge discovery
- image data
- data mining techniques
- input data
- labeled data
- computer systems