FreshDiskANN: A Fast and Accurate Graph-Based ANN Index for Streaming Similarity Search.
Aditi SinghSuhas Jayaram SubramanyaRavishankar KrishnaswamyHarsha Vardhan SimhadriPublished in: CoRR (2021)
Keyphrases
- similarity search
- indexing techniques
- similarity queries
- similarity search in metric spaces
- indexing structure
- artificial neural networks
- indexing schemes
- metric space
- distance function
- high dimensional
- query processing
- similarity measure
- multimedia databases
- metric access methods
- similarity retrieval
- similarity searching
- indexing methods
- efficient similarity search
- indexing method
- knn
- indexing scheme
- sequence databases
- distance computation
- space partitioning
- cross view
- high dimensional data
- nearest neighbor search
- sequential scan
- dynamic time warping
- exact match
- hash functions
- r tree
- neural network
- index structure
- locality sensitive hashing
- triangle inequality
- database systems
- spatial objects
- data sets
- dimensionality reduction
- semi supervised
- data points
- feature space
- data streams
- approximate similarity search