Lotus: A New Topology for Large-scale Distributed Machine Learning.
Yunfeng LuHuaxi GuXiaoshan YuKrishnendu ChakrabartyPublished in: ACM J. Emerg. Technol. Comput. Syst. (2020)
Keyphrases
- machine learning
- artificial intelligence
- real life
- distributed systems
- data intensive
- text classification
- mobile agents
- distributed architecture
- small scale
- multi agent
- distributed environment
- real world
- supervised learning
- learning tasks
- active learning
- computer science
- pattern recognition
- learning algorithm
- distributed stream processing
- fault tolerant
- learning systems
- data mining
- machine learning algorithms
- lightweight
- decision trees
- computer vision
- information retrieval
- semi supervised learning
- computational intelligence
- natural language processing
- information extraction
- cooperative
- reinforcement learning
- computing environments
- explanation based learning
- feature selection
- communication overhead
- distributed network
- high scalability