MSA-Fed: Model Similarity Aware Federated Learning for Data Heterogeneous QoS Prediction.
Yuelong LiuZhuo XuJian LinJianlong XuLingru CaiPublished in: CSCloud/EdgeCom (2023)
Keyphrases
- prior knowledge
- learned models
- data sets
- database
- experimental data
- data sources
- input data
- measured data
- prediction model
- learning models
- models built
- test data
- probability distribution
- similarity measure
- training data
- probabilistic model
- data analysis
- data structure
- learning algorithm
- predictive model
- distributed data
- hidden variables
- background knowledge
- computational model
- data points
- learning scheme
- statistical methods
- learning process
- sensory data
- accurate models
- data mining techniques