On dynamic memory allocation in sliding-window parallel patterns for streaming analytics.
Massimo TorquatiGabriele MencagliMaurizio DroccoMarco AldinucciTiziano De MatteisMarco DaneluttoPublished in: J. Supercomput. (2019)
Keyphrases
- sliding window
- data streams
- streaming data
- repeating patterns
- stream data
- fixed size
- variable size
- window size
- limited memory
- stream mining
- data sets
- stream processing
- continuous queries
- window sizes
- space efficient
- concept drift
- data distribution
- real time
- frequent pattern mining
- frequent itemsets
- data mining techniques
- incremental mining
- closed frequent itemsets
- database