Toward Understanding the Impact of Staleness in Distributed Machine Learning.
Wei DaiYi ZhouNanqing DongHao ZhangEric P. XingPublished in: ICLR (Poster) (2019)
Keyphrases
- machine learning
- distributed systems
- machine learning methods
- computer vision
- distributed environment
- lightweight
- cooperative
- learning problems
- inductive learning
- machine learning algorithms
- machine learning approaches
- computer science
- data mining
- training data
- data analysis
- artificial intelligence
- distributed architecture
- semi supervised learning
- distributed data
- machine learning and data mining
- communication cost
- deeper understanding
- communication overhead
- supervised machine learning
- distributed network
- kernel methods
- mobile agents
- database
- peer to peer
- natural language processing
- database systems
- learning algorithm
- genetic algorithm
- neural network
- databases
- real time