On Estimating Frequency Moments of Data Streams.
Sumit GangulyGraham CormodePublished in: APPROX-RANDOM (2007)
Keyphrases
- data streams
- heavy hitters
- sliding window
- streaming data
- change detection
- concept drift
- stream mining
- data sets
- mining data streams
- sensor networks
- continuous queries
- incoming data
- stream processing
- moment invariants
- rigid body
- data distribution
- data mining
- frequency distribution
- data streaming
- distributed data streams
- reservoir sampling
- stream data
- low frequency
- affine transformation
- sensor data
- frequency domain
- itemsets
- case study
- decision trees
- neural network