Fast and Approximate Stream Mining of Quantiles and Frequencies Using Graphics Processors.
Naga K. GovindarajuNikunj RaghuvanshiDinesh ManochaPublished in: SIGMOD Conference (2005)
Keyphrases
- stream mining
- heavy hitters
- data streams
- graphics processors
- sliding window
- data stream mining
- streaming data
- limited memory
- data distribution
- stream data
- change detection
- concept drift
- sensor networks
- stream processing
- parallel algorithm
- gpu implementation
- sensor data
- data sets
- frequent itemsets
- continuous queries
- data mining methods
- single pass
- preprocessing
- query execution