A scalable cyberinfrastructure solution to support big data management and multivariate visualization of time-series sensor observation data.
Wenwen LiSheng WuMiaomiao SongXiran ZhouPublished in: Earth Sci. Informatics (2016)
Keyphrases
- data analysis
- data management
- data sets
- sensor data
- data collection
- big data
- data visualization
- image data
- data points
- end users
- sequential data
- statistical analysis
- heterogeneous data
- training data
- data acquisition
- data intensive
- real time
- multivariate time series
- statistical tests
- multivariate data
- data quality
- probability distribution
- data storage
- raw data
- categorical data
- multidimensional data
- high dimensional data
- data structure
- visualization tools
- databases
- database
- probability distribution function