Serving and Optimizing Machine Learning Workflows on Heterogeneous Infrastructures.
Yongji WuMatthew LentzDanyang ZhuoYao LuPublished in: Proc. VLDB Endow. (2022)
Keyphrases
- machine learning
- supervised machine learning
- machine learning methods
- data processing
- explanation based learning
- learning tasks
- machine learning algorithms
- support vector machine
- data analysis
- learning algorithm
- text classification
- learning systems
- model selection
- feature selection
- data mining
- workflow management
- learning problems
- computer science
- knowledge acquisition
- computational intelligence
- natural language processing
- reinforcement learning
- pattern recognition
- case study
- neural network
- computer vision
- machine learning approaches
- machine learning and data mining
- heterogeneous databases
- control flow
- scientific workflows