A Synchronous Parallel Method with Parameters Communication Prediction for Distributed Machine Learning.
Yanguo ZengMeiting XuePeiran XuYukun ShiKaisheng ZengJilin ZhangLupeng YuePublished in: CollaborateCom (3) (2023)
Keyphrases
- machine learning
- machine learning methods
- computational complexity
- high accuracy
- parameter space
- high precision
- cost function
- significant improvement
- communication overhead
- dynamic programming
- parallel implementation
- communication cost
- objective function
- input data
- prediction model
- detection method
- reinforcement learning
- statistical methods
- sensitivity analysis
- parameter settings
- parameter values
- data mining
- root mean square error
- clustering method
- parameter estimation
- em algorithm
- natural language processing
- information extraction
- evolutionary algorithm
- decision trees