DOSP: an optimal synchronization of parameter server for distributed machine learning.
Meiguang ZhengDongbang MaoLiu YangYeming WeiZhigang HuPublished in: J. Supercomput. (2022)
Keyphrases
- machine learning
- distributed systems
- optimal parameters
- database
- central server
- support vector machine
- client server
- machine learning methods
- lightweight
- cooperative
- single parameter
- distributed environment
- chaotic systems
- load balance
- data analysis
- remote server
- feature selection
- artificial intelligence
- learning algorithm
- data mining
- queuing model
- single server
- inductive logic programming
- web server
- machine learning algorithms
- model selection
- knowledge acquisition
- active learning
- multi agent
- reinforcement learning
- database systems