Sliding Window Sampling over Data Stream - a Solution Based on Devil's Staircases.
Dominik BojkoJacek CichonMiroslaw KutylowskiPublished in: DSAA (2023)
Keyphrases
- sliding window
- data streams
- random sampling
- streaming data
- fixed size
- window size
- stream data
- space efficient
- limited memory
- change detection
- continuous queries
- variable size
- data distribution
- window sizes
- data stream mining
- concept drift
- skyline queries
- historical data
- uncertain data
- frequent itemsets
- sensor networks
- mining frequent itemsets
- query processing
- real time
- database