The Data Calculator: Data Structure Design and Cost Synthesis from First Principles and Learned Cost Models.
Stratos IdreosKostas ZoumpatianosBrian HentschelMichael S. KesterDemi GuoPublished in: SIGMOD Conference (2018)
Keyphrases
- data structure
- data sets
- experimental data
- database
- data analysis
- image data
- multidimensional data
- data sources
- synthetic data
- data processing
- cost benefit analysis
- historical data
- original data
- statistical methods
- data points
- data model
- high quality
- learned models
- raw data
- statistical analysis
- complex systems
- data mining techniques
- probabilistic model
- high dimensional data
- data collection
- data quality
- prior knowledge
- storage space
- predictive model
- training set
- accurate models
- computer systems