MonkeyKing: Adaptive Parameter Tuning on Big Data Platforms with Deep Reinforcement Learning.
Haizhou DuPing HanQiao XiangSheng HuangPublished in: Big Data (2020)
Keyphrases
- parameter tuning
- big data
- reinforcement learning
- data analytics
- cloud computing
- data analysis
- ink bleed
- data management
- high volume
- big data analytics
- social media
- unstructured data
- business intelligence
- parameter settings
- data science
- data processing
- massive data
- knowledge discovery
- vast amounts of data
- machine learning
- data warehousing
- information systems
- genetic programming
- database
- relational databases
- query processing
- data mining
- least squares
- data intensive computing