Quantiles over data streams: experimental comparisons, new analyses, and further improvements.
Ge LuoLu WangKe YiGraham CormodePublished in: VLDB J. (2016)
Keyphrases
- data streams
- sliding window
- heavy hitters
- data distribution
- concept drift
- stream data
- streaming data
- disk resident data
- fixed size
- continuous queries
- evolving data streams
- continuous data streams
- distributed data streams
- change detection
- outlier detection
- data stream mining
- itemsets
- statistical tests
- multi dimensional data
- data stream classification
- high dimensional