Flare: Optimizing Apache Spark with Native Compilation for Scale-Up Architectures and Medium-Size Data.
Grégory M. EssertelRuby Y. TahboubJames M. DeckerKevin J. BrownKunle OlukotunTiark RompfPublished in: OSDI (2018)
Keyphrases
- medium size
- raw data
- data processing
- data collection
- data sets
- data analysis
- data structure
- original data
- synthetic data
- end users
- data quality
- small number
- input data
- neural network
- high dimensional data
- missing data
- databases
- historical data
- complex data
- data objects
- data distribution
- application domains
- statistical analysis
- cloud computing
- data mining
- training data
- image data
- data sources
- relational databases
- multiscale