Auto-WLM: Machine Learning Enhanced Workload Management in Amazon Redshift.
Gaurav SaxenaMohammad RahmanNaresh ChainaniChunbin LinGeorge CarageaFahim ChowdhuryRyan MarcusTim KraskaIppokratis PandisBalakrishnan (Murali) NarayanaswamyPublished in: SIGMOD Conference Companion (2023)
Keyphrases
- machine learning
- data mining
- information systems
- information management
- machine learning methods
- knowledge acquisition
- management system
- learning algorithm
- machine learning approaches
- machine learning algorithms
- computer vision
- decision support
- data analysis
- response time
- computer science
- learning tasks
- decision trees
- explanation based learning
- machine learning and data mining
- learning problems
- natural language processing
- learning systems
- semi supervised learning
- data management
- data sets
- knowledge discovery
- pattern recognition
- feature selection
- neural network