Speed-ANN: Low-Latency and High-Accuracy Nearest Neighbor Search via Intra-Query Parallelism.
Zhen PengMinjia ZhangKai LiRuoming JinBin RenPublished in: CoRR (2022)
Keyphrases
- nearest neighbor search
- low latency
- high speed
- nearest neighbor
- real time
- query processing
- cost model
- high dimensional
- database
- response time
- stream processing
- query execution
- exhaustive search
- highly efficient
- high throughput
- similarity search
- data structure
- neural network
- index structure
- range queries
- image retrieval
- data sources
- query evaluation
- search methods
- metric space
- virtual machine
- knn
- training data
- data points
- query optimization
- vector space
- database queries
- genetic algorithm
- training set
- databases
- feature space
- multi dimensional