Estimating statistical aggregates on probabilistic data streams.
T. S. JayramAndrew McGregorS. MuthukrishnanErik VeePublished in: ACM Trans. Database Syst. (2008)
Keyphrases
- data streams
- uncertain data
- sliding window
- uncertain data streams
- streaming data
- data driven
- probabilistic model
- information theoretic
- statistical models
- concept drift
- continuous queries
- change detection
- sensor data
- statistical analysis
- continuous data streams
- statistical modeling
- statistical approaches
- statistical methods
- bayesian networks
- distributed data streams
- high speed data streams
- statistical inference
- stream data
- data distribution
- statistical information
- itemsets
- stream mining
- data streaming
- generative model
- sensor networks