Optimizing OpenCL Code for Performance on FPGA: k-Means Case Study With Integer Data Sets.
Nuno PaulinoJoão Canas FerreiraJoão M. P. CardosoPublished in: IEEE Access (2020)
Keyphrases
- case study
- data sets
- k means
- field programmable gate array
- source code
- real world
- open source
- address space
- low cost
- clustering method
- real time image processing
- self organizing maps
- high speed
- cluster centroids
- software development
- signal processing
- clustering algorithm
- data streams
- parallel algorithm
- data clustering
- hierarchical clustering
- benchmark data sets
- hardware implementation
- unsupervised clustering
- hardware architecture
- parallel programming
- operating system
- spectral clustering
- database
- training data
- image processing
- real time