Scalable and efficient spatial data management on multi-core CPU and GPU clusters: A preliminary implementation based on Impala.
Simin YouJianting ZhangLe GruenwaldPublished in: ICDE Workshops (2015)
Keyphrases
- spatial data management
- parallel implementation
- efficient implementation
- clustering algorithm
- lightweight
- highly scalable
- graphics cards
- memory efficient
- graphics processors
- data points
- single pass
- low overhead
- computation intensive
- general purpose
- management system
- graphics processing units
- parallel architectures
- highly optimized
- cluster of workstations
- machine learning