Speedup of Fuzzy Clustering Through Stream Processing on Graphics Processing Units.
Derek T. AndersonRobert H. Luke IIIJames M. KellerPublished in: IEEE Trans. Fuzzy Syst. (2008)
Keyphrases
- fuzzy clustering
- stream processing
- graphics processing units
- general purpose
- gpu implementation
- data processing
- fuzzy c means
- data streams
- continuous queries
- parallel implementation
- parallel computing
- parallel processing
- real time
- efficient implementation
- clustering algorithm
- computing systems
- query execution
- membership functions
- floating point
- query processing
- high performance computing
- streaming data
- massively parallel
- data warehouse
- database systems
- cluster analysis
- query optimization
- image segmentation
- high dimensional
- neural network
- efficient processing
- fuzzy logic
- database
- sliding window