Hybrid KNN-join: Parallel nearest neighbor searches exploiting CPU and GPU architectural features.
Michael GowanlockPublished in: J. Parallel Distributed Comput. (2021)
Keyphrases
- knn
- nearest neighbor
- graphics processing units
- k nearest neighbor
- general purpose
- parallel implementation
- parallel computation
- parallel computing
- parallel processing
- gpu implementation
- parallel programming
- distance function
- graphics processors
- k nearest neighbour
- compute unified device architecture
- massively parallel
- text categorization
- classification method
- index structure
- k nearest
- high dimensional data
- floating point
- nearest neighbor search
- text classification
- memory bandwidth
- support vector machine
- query processing
- multithreading
- knn algorithm
- feature selection
- similarity search
- neural network
- nearest neighbor algorithm
- knn classifier
- shared memory
- reverse nearest neighbor
- query point
- nearest neighbour
- range queries
- knn classification