Gaia: Geo-Distributed Machine Learning Approaching LAN Speeds.
Kevin HsiehAaron HarlapNandita VijaykumarDimitris KonomisGregory R. GangerPhillip B. GibbonsOnur MutluPublished in: NSDI (2017)
Keyphrases
- machine learning
- distributed systems
- distributed processing
- decision trees
- cooperative
- inductive learning
- distributed environment
- local area network
- machine learning methods
- machine learning algorithms
- lightweight
- active learning
- information extraction
- computational intelligence
- pattern recognition
- model selection
- feature selection
- real time
- data analysis
- distributed data
- learning algorithm
- machine learning approaches
- learning systems
- database
- supervised machine learning
- heterogeneous environments
- explanation based learning
- neural network
- data mining
- spatial data
- artificial intelligence
- semi supervised learning
- natural language processing
- expert systems