Boosting Distributed Machine Learning Training Through Loss-tolerant Transmission Protocol.
Zixuan ChenLei ShiXuandong LiuXin AiSen LiuYang XuPublished in: CoRR (2023)
Keyphrases
- machine learning
- lightweight
- learning algorithm
- early stopping
- supervised learning
- feature selection
- training examples
- group communication
- cooperative
- distributed systems
- distributed environment
- machine learning methods
- mobile agents
- text classification
- wide area network
- support vector machine
- multi agent
- training process
- peer to peer
- active learning
- computer networks
- data transmission
- weighted sums
- decision stumps
- data mining
- tcp ip
- learning machines
- ensemble learning
- ensemble methods
- distributed databases
- training samples
- information extraction
- wireless sensor networks
- training data
- decision trees