A Parallel GPU-Based Approach to Clustering Very Fast Data Streams.
Pengtao HuangXiu LiBo YuanPublished in: CIKM (2015)
Keyphrases
- data streams
- parallel implementation
- parallel processing
- parallel computation
- parallel computing
- clustering algorithm
- data sets
- k means
- graphics processing units
- sliding window
- multiple data streams
- parallel programming
- clustering method
- cluster of workstations
- real time
- cluster analysis
- data clustering
- hierarchical clustering
- streaming data
- unsupervised learning
- data partitioning
- density based clustering
- spectral clustering
- high dimensional data
- fuzzy clustering
- concept drift
- anomaly detection
- itemsets
- sensor networks
- gpu implementation
- data points
- evolving data streams
- parallel hardware
- semi supervised
- outlier detection
- data stream mining
- distributed memory
- general purpose
- document clustering
- sensor data