Efficiently Summarizing Data Streams over Sliding Windows.
Nicolo RivettiYann BusnelAchour MostéfaouiPublished in: NCA (2015)
Keyphrases
- sliding window
- data streams
- limited memory
- streaming data
- fixed size
- stream data
- compact data structure
- space efficient
- window size
- concept drift
- continuous queries
- walsh hadamard transform
- variable size
- random sampling
- data distribution
- sensor networks
- data sets
- itemsets
- window sizes
- mining data streams
- high speed data streams
- database
- frequent itemsets
- multi dimensional
- data structure