A Hybrid Approach for Optimizing Parallel Clustering Throughput using the GPU.
Michael GowanlockCody M. RudeDavid M. BlairJustin D. LiVictor PankratiusPublished in: IEEE Trans. Parallel Distributed Syst. (2019)
Keyphrases
- parallel implementation
- parallel processing
- parallel computation
- clustering algorithm
- clustering method
- parallel computing
- real time
- parallel programming
- response time
- hierarchical clustering
- graphics processing units
- data clustering
- self organizing maps
- k means
- cluster analysis
- cluster of workstations
- distance metric
- similarity function
- document clustering
- parallel hardware
- parallel architectures
- data partitioning
- data points
- graph theoretic
- outlier detection
- general purpose
- massively parallel
- unsupervised learning
- graphics hardware
- fuzzy clustering
- data objects