SparkBench: a comprehensive benchmarking suite for in memory data analytic platform Spark.
Min LiJian TanYandong WangLi ZhangValentina SalapuraPublished in: Conf. Computing Frontiers (2015)
Keyphrases
- raw data
- data sets
- training data
- data analysis
- database
- statistical analysis
- data collection
- computational power
- complex data
- original data
- spatial data
- high dimensional data
- historical data
- data processing
- knowledge discovery
- data points
- data sources
- data structure
- synthetic data
- missing data
- sensor data
- data acquisition
- end users
- prior knowledge
- databases
- computing power
- memory space
- memory capacity