Scaling Clustering Algorithms for Massive Data Sets using Data Streams.
Silvia NittelKelvin T. LeungAmy BravermanPublished in: ICDE (2004)
Keyphrases
- massive data sets
- data streams
- clustering algorithm
- data sets
- sliding window
- stream clustering
- k means
- data clustering
- concept drift
- sensor networks
- fuzzy c means
- document clustering
- streaming data
- evolving data streams
- stream data
- data synopses
- cluster analysis
- clustering method
- clusters of arbitrary shapes
- heavy hitters
- data stream mining
- density based clustering
- continuous queries
- data management
- itemsets
- data distribution
- stream processing
- relational databases
- stream mining
- incoming data
- outlier detection
- database systems