L-BiX: incremental sliding-window aggregation over data streams using linear bidirectional aggregating indexes.
Savong BouHiroyuki KitagawaToshiyuki AmagasaPublished in: Knowl. Inf. Syst. (2020)
Keyphrases
- sliding window
- data streams
- fixed size
- streaming data
- stream data
- window size
- space efficient
- limited memory
- variable size
- change detection
- concept drift
- continuous queries
- data distribution
- exponential decay
- database
- data sets
- sensor data
- sensor networks
- stream mining
- mining data streams
- single pass
- frequent itemsets
- single image
- stream processing
- high dimensional
- similarity measure
- window sizes
- high speed data streams