Accelerating kNN search in high dimensional datasets on FPGA by reducing external memory access.
Xiaojia SongTao XieStephen FischerPublished in: Future Gener. Comput. Syst. (2022)
Keyphrases
- knn
- k nearest neighbor
- high dimensional datasets
- nearest neighbor
- memory access
- high dimensional data
- distance function
- text categorization
- high dimensional spaces
- classification algorithm
- outlier detection
- text classification
- high dimensional
- range queries
- feature selection
- database
- similarity search
- neural network
- information retrieval systems
- multi dimensional
- dimensionality reduction
- support vector machine
- database systems
- high dimensionality
- image processing