Big Data Management with Incremental K-Means Trees-GPU-Accelerated Construction and Visualization.
Jun WangAlla ZelenyukDan ImreKlaus MuellerPublished in: Informatics (2017)
Keyphrases
- gpu accelerated
- data management
- k means
- self organizing maps
- big data
- finite element
- database management systems
- real time
- scientific data
- clustering algorithm
- decision trees
- data analysis
- database systems
- query processing
- data clustering
- incremental learning
- databases
- hierarchical clustering
- clustering method
- expectation maximization
- tree structure
- cluster analysis
- data warehouse
- database
- spectral clustering
- three dimensional
- sequence alignment