KungFu: Making Training in Distributed Machine Learning Adaptive.
Luo MaiGuo LiMarcel WagenländerKonstantinos FertakisAndrei-Octavian BrabetePeter R. PietzuchPublished in: OSDI (2020)
Keyphrases
- machine learning
- supervised learning
- cooperative
- machine learning algorithms
- training examples
- distributed systems
- training process
- multi agent
- peer to peer
- knowledge acquisition
- training phase
- computer networks
- distributed environment
- learning problems
- machine learning methods
- mobile agents
- knowledge representation
- computer vision
- training set
- natural language processing
- information extraction
- text classification
- neural network
- lightweight
- training samples
- test set
- machine learning approaches
- training algorithm
- decision trees
- communication overhead
- cmac neural network
- distributed data
- learning algorithm
- artificial intelligence
- computer science
- data analysis
- transfer learning
- expert systems
- unsupervised learning
- support vector machine