Rafiki: Machine Learning as an Analytics Service System.
Wei WangJinyang GaoMeihui ZhangSheng WangGang ChenTeck Khim NgBeng Chin OoiJie ShaoMoaz ReyadPublished in: Proc. VLDB Endow. (2018)
Keyphrases
- machine learning
- data mining
- data analysis
- machine learning methods
- web services
- service oriented
- service providers
- pattern recognition
- natural language processing
- computer vision
- text classification
- knowledge discovery
- management system
- information services
- service discovery
- learning algorithm
- learning analytics
- knowledge acquisition
- service composition
- predictive modeling
- educational data mining
- learning systems
- business intelligence
- cloud computing
- text mining
- support vector machine
- end users
- computer science
- inductive learning
- service quality
- natural language
- semantic web services
- visual analytics
- reinforcement learning
- feature selection
- processor sharing