Accelerating Federated Learning With Data and Model Parallelism in Edge Computing.
Yunming LiaoYang XuHongli XuZhiwei YaoLun WangChunming QiaoPublished in: IEEE/ACM Trans. Netw. (2024)
Keyphrases
- prior knowledge
- data sets
- learning models
- experimental data
- probability distribution
- data collection
- learned models
- input data
- accurate models
- test data
- training data
- learning algorithm
- computational model
- measured data
- data points
- simulation data
- database
- background knowledge
- learning process
- raw data
- high level
- image data
- data sources
- sensory data
- objective function
- digital libraries
- empirical data
- data quality
- hidden variables
- mathematical model
- learning scheme
- spatial data
- missing data
- multiscale
- reinforcement learning
- active learning
- data analysis