OSP: Overlapping Computation and Communication in Parameter Server for Fast Machine Learning.
Haozhao WangSong GuoRuixuan LiPublished in: ICPP (2019)
Keyphrases
- machine learning
- network communication
- information extraction
- client server
- pattern recognition
- machine learning algorithms
- web server
- knowledge acquisition
- tcp ip
- inductive learning
- machine learning methods
- learning tasks
- knowledge discovery
- computer science
- explanation based learning
- data mining
- communication systems
- control center
- active learning
- private information retrieval
- computational intelligence
- single point of failure
- database
- learning algorithm
- artificial intelligence
- storage cost
- natural language
- information exchange
- parameter settings
- special case
- wireless sensor networks
- sensor networks
- natural language processing
- kernel methods
- statistical methods
- text mining