Space-bounded Extreme Aggregation of Data Stream over Time-based Sliding Window.
Weilong DingYanbo HanJing WangZhuofeng ZhaoPublished in: EDOC Workshops (2012)
Keyphrases
- sliding window
- data streams
- fixed size
- window size
- streaming data
- stream data
- space efficient
- variable size
- change detection
- continuous queries
- closed frequent itemsets
- low dimensional
- data distribution
- concept drift
- window sizes
- limited memory
- high speed data streams
- data stream mining
- sensor networks
- mining frequent itemsets
- frequent item sets
- database
- skyline queries
- sensor data