FlocOff: Data Heterogeneity Resilient Federated Learning with Communication-Efficient Edge Offloading.
Mulei MaChenyu GongLiekang ZengYang YangLiantao WuPublished in: CoRR (2024)
Keyphrases
- data sources
- data analysis
- database
- learning algorithm
- prior knowledge
- data collection
- supervised learning
- data processing
- data acquisition
- raw data
- high quality
- computer systems
- background knowledge
- original data
- data quality
- distributed data
- small number
- input data
- high dimensional
- data streams
- training data
- neural network
- data sets
- image data
- data points
- learning process
- statistical analysis
- experimental data
- learning tasks
- data structure