Globe2Train: A Framework for Distributed ML Model Training using IoT Devices Across the Globe.
Bharath SudharsanJohn G. BreslinMuhammad Intizar AliPublished in: SmartWorld/SCALCOM/UIC/ATC/IOP/SCI (2021)
Keyphrases
- computational model
- probabilistic model
- conceptual framework
- generic model
- experimental data
- parameter estimation
- unified model
- management system
- lightweight
- distributed systems
- theoretical framework
- statistical model
- cooperative
- bayesian framework
- distributed learning
- modeling framework
- neural network
- decision model
- formal model
- main contribution
- maximum likelihood
- reinforcement learning