EdgeCluster: A Resource-Aware Evolving Clustering for Streaming Data.
Milena AngelovaVeselka BoevaShahrooz AbghariPublished in: EAIS (2024)
Keyphrases
- streaming data
- streaming time series
- data streams
- concept drift
- sliding window
- anomaly detection
- evolving data streams
- data distribution
- clustering algorithm
- k means
- incremental clustering
- massive data streams
- hierarchical clustering
- data streaming
- stream data
- similarity search
- data mining tasks
- data stream mining
- database
- concept drifting data streams
- mining data streams
- stream mining
- unsupervised learning
- non stationary
- database systems
- image processing
- learning algorithm
- data structure
- data sets
- continuous data streams
- principal component analysis
- high dimensional data