Communication Efficient Distributed Machine Learning with the Parameter Server.
Mu LiDavid G. AndersenAlexander J. SmolaKai YuPublished in: NIPS (2014)
Keyphrases
- machine learning
- communication overhead
- communication cost
- lightweight
- computer networks
- fully distributed
- distributed systems
- central server
- distributed control
- distributed network
- low latency
- client server
- communication systems
- multi party
- distributed environment
- information dissemination
- tcp ip
- load balance
- single point of failure
- machine learning methods
- load balancing
- supervised learning
- information extraction
- fault tolerant
- information sharing
- natural language processing
- support vector machine
- data analysis
- pattern recognition
- distributed computation
- cooperative
- multi agent
- decision trees
- artificial intelligence
- learning algorithm