FedScale: Benchmarking Model and System Performance of Federated Learning.
Fan LaiYinwei DaiXiangfeng ZhuHarsha V. MadhyasthaMosharaf ChowdhuryPublished in: ResilientFL (2021)
Keyphrases
- computational model
- prior knowledge
- conceptual model
- learning process
- statistical model
- learning phase
- learning scheme
- learning mechanism
- formal model
- theoretical framework
- online learning
- management system
- structured prediction
- learned models
- accurate models
- hidden variables
- high level
- neural network model
- network structure
- knowledge acquisition
- supervised learning
- probabilistic model
- cost function
- learning environment
- similarity measure