Analysis and Optimal Edge Assignment For Hierarchical Federated Learning on Non-IID Data.
Naram MhaisenAlaa AwadAmr MohamedAiman ErbadMohsen GuizaniPublished in: CoRR (2020)
Keyphrases
- data analysis
- data sets
- data sources
- learning algorithm
- learning models
- prior knowledge
- statistical analysis
- image data
- synthetic data
- empirical data
- high quality
- data collection
- original data
- sensor data
- databases
- high dimensional data
- data processing
- online learning
- reinforcement learning
- data mining
- knowledge acquisition
- dynamic programming
- computer systems
- active learning
- learning process
- data structure
- data mining techniques
- raw data
- decision trees
- data objects
- noisy data
- data quality
- machine learning
- inductive inference
- knowledge discovery