Toward Understanding the Impact of Staleness in Distributed Machine Learning.
Wei DaiYi ZhouNanqing DongHao ZhangEric P. XingPublished in: CoRR (2018)
Keyphrases
- machine learning
- distributed systems
- cooperative
- pattern recognition
- multi agent
- data mining
- learning algorithm
- machine learning methods
- distributed environment
- machine learning algorithms
- information extraction
- computer science
- fault tolerant
- distributed architecture
- text classification
- knowledge acquisition
- explanation based learning
- inductive learning
- social dynamics
- cognitive effort
- computational intelligence
- learning tasks
- mobile agents
- neural network
- supervised learning
- reinforcement learning
- decision trees
- web services
- real world