Scaling Distributed Machine Learning with the Parameter Server.
Mu LiDavid G. AndersenJun Woo ParkAlexander J. SmolaAmr AhmedVanja JosifovskiJames LongEugene J. ShekitaBor-Yiing SuPublished in: OSDI (2014)
Keyphrases
- machine learning
- central server
- distributed systems
- distributed storage
- knowledge discovery
- computer vision
- mobile agents
- cooperative
- client server
- multi agent systems
- decision trees
- learning algorithm
- load balance
- distributed environment
- computational intelligence
- wide area network
- data analysis
- database
- explanation based learning
- data mining
- parameter values
- network latency
- inductive logic programming
- lightweight
- fault tolerant
- learning tasks
- machine learning algorithms
- knowledge acquisition
- text mining
- natural language processing
- knowledge representation
- active learning
- natural language
- multi agent