Exploration of Clustering Algorithms effects on Mesh of Clusters based FPGA Architecture Performance.
Khouloud BouazizSonda ChtourouZied MarrakchiMohamed AbidAbdulfattah ObeidPublished in: HPCS (2019)
Keyphrases
- clustering algorithm
- overlapping clusters
- data clustering
- fuzzy clustering
- hardware architecture
- cluster analysis
- density based clustering
- fuzzy c means
- hierarchical clustering
- constrained clustering
- incremental clustering
- software implementation
- document clustering
- cluster centers
- arbitrary shape
- hardware design
- clustering framework
- unsupervised clustering
- agglomerative hierarchical clustering
- hardware architectures
- fpga implementation
- k means
- clustering method
- hardware implementation
- graph clustering
- partitional clustering
- clustering result
- density based clustering algorithm
- dedicated hardware
- meaningful clusters
- fpga technology
- low cost
- high speed
- subspace clustering
- clustering ensemble
- spatial clustering
- parallel architecture
- hierarchical clustering algorithm
- clustering approaches
- real time
- data points
- clustering procedure
- cluster labels
- signal processing
- clustering scheme
- model based clustering
- image processing algorithms
- fpga device
- d mesh