PESC: A parallel system for clustering ECG streams based on MapReduce.
Lin YangJin ZhangQian ZhangPublished in: GLOBECOM (2013)
Keyphrases
- parallel processing
- clustering algorithm
- multiple data streams
- data partitioning
- parallel computing
- clustering method
- high performance data mining
- parallel programming
- real time
- k means
- hierarchical clustering
- unsupervised learning
- data parallelism
- data streams
- cloud computing
- categorical data
- graph theoretic
- distributed processing
- outlier detection
- self organizing maps
- fuzzy clustering
- sliding window
- high performance computing
- processing units
- distributed memory
- stream processing
- data objects
- data clustering
- document clustering
- social networks