HCOpt: An Automatic Optimizer for Configuration Parameters of Hadoop.
Xiong ZhangLinxi ZengXuanhua ShiSong WuXia XieHai JinPublished in: HCC (2016)
Keyphrases
- maximum likelihood
- input parameters
- open source
- parameter estimation
- databases
- parameter settings
- data driven
- optimization algorithm
- query optimization
- optimal configuration
- parameter selection
- data intensive
- parameter space
- sensitivity analysis
- fully automatic
- expectation maximization
- distributed systems
- machine learning