Data Structures for Parallel Spatial Algorithms on Large Datasets (Vision paper).
W. Randolph FranklinSalles Viana Gomes de MagalhãesMarcus Vinícius Alvim AndradePublished in: BigSpatial@SIGSPATIAL (2018)
Keyphrases
- data structure
- benchmark datasets
- uci machine learning repository
- parallel hardware
- real and synthetic datasets
- image processing
- synthetic and real datasets
- spatial and temporal
- orders of magnitude
- real time
- data mining algorithms
- theoretical analysis
- optimization problems
- worst case
- computer vision
- learning algorithm
- database
- machine learning algorithms
- computational cost
- significant improvement
- times faster
- data mining tasks
- massively parallel
- computational complexity
- spatial datasets