Simba: spatial in-memory big data analysis.
Dong XieFeifei LiBin YaoGefei LiZhongpu ChenLiang ZhouMinyi GuoPublished in: SIGSPATIAL/GIS (2016)
Keyphrases
- data analysis
- big data
- spatial data
- spatio temporal
- spatial and temporal
- data mining
- data collection
- memory requirements
- spatial information
- spatial locality
- machine learning
- memory space
- spatial databases
- space time
- business intelligence
- data warehouse
- main memory
- data sources
- multi aspect
- spatial distribution
- computing power
- genetic algorithm
- spatial reasoning
- intelligent data analysis
- information retrieval
- low memory
- spatial patterns
- limited memory
- information visualization
- data structure
- moving objects
- cluster analysis
- data processing
- cloud computing