Parallel Multivariate Spatio-Temporal Clustering of Large Ecological Datasets on Hybrid Supercomputers.
Sarat SreepathiJitendra KumarRichard Tran MillsForrest M. HoffmanVamsi SripathiWilliam W. HargrovePublished in: CLUSTER (2017)
Keyphrases
- spatio temporal
- massively parallel
- shared memory
- parallel programming
- spatio temporal patterns
- spatio temporal data
- data mining tasks
- high dimensional datasets
- parallel computing
- distributed memory
- mixed data
- clustering method
- clustering approaches
- clustering algorithm
- k means
- spatial and temporal
- single processor
- synthetic datasets
- data sets
- statistical tests
- database
- image sequences
- high end
- parallel architectures
- unsupervised learning
- benchmark datasets
- synthetic and real datasets
- outlier detection
- cluster analysis
- parallel processing
- computing systems
- human motion
- categorical data
- high dimensional
- parallel processors
- parallel genetic algorithm
- parallel computers
- multivariate data
- data points
- cloud computing
- processing units
- document clustering
- data clustering