Scalable Online-Offline Stream Clustering in Apache Spark.

Omar Backhoff Eirini Ntoutsi

Published in: ICDM Workshops (2016)

Keyphrases

stream clustering
evolving data streams
data streams
real time
open source
concept drift
data clustering
clustering algorithm
decision trees
data structure
object recognition
outlier detection
historical data
single pass
map reduce