ASYNC: A Cloud Engine with Asynchrony and History for Distributed Machine Learning.
Saeed SooriBugra CanMert GürbüzbalabanMaryam Mehri DehnaviPublished in: IPDPS (2020)
Keyphrases
- machine learning
- distributed systems
- cloud computing
- pattern recognition
- machine learning methods
- computing platform
- information extraction
- neural network
- lightweight
- machine learning algorithms
- natural language processing
- computing environments
- explanation based learning
- learning tasks
- distributed environment
- communication cost
- cloud computing environment
- knowledge acquisition
- peer to peer
- data management
- multi agent
- mobile agents
- active learning
- cooperative
- decision trees
- computer vision
- machine learning approaches
- artificial intelligence
- learning algorithm
- communication overhead
- multi stream
- data sets