GML: Efficiently Auto-Tuning Flink's Configurations Via Guided Machine Learning.
Yijin GuoHuasong ShanShixin HuangKai HwangJianping FanZhibin YuPublished in: IEEE Trans. Parallel Distributed Syst. (2021)
Keyphrases
- machine learning
- data types
- machine learning methods
- pattern recognition
- spatial data
- data mining
- machine learning approaches
- learning tasks
- learning systems
- supervised machine learning
- machine learning and data mining
- inductive learning
- computer vision
- feature selection
- case study
- databases
- xml documents
- learning algorithm
- artificial intelligence
- parameter tuning
- parameter settings
- decision trees
- data analysis
- relational databases
- machine learning algorithms
- unsupervised learning
- knowledge acquisition
- text mining
- knowledge representation