GRIP: Multi-Store Capacity-Optimized High-Performance Nearest Neighbor Search for Vector Search Engine.
Minjia ZhangYuxiong HePublished in: CIKM (2019)
Keyphrases
- nearest neighbor search
- search engine
- nearest neighbor
- high dimensional
- sequential search
- memory based learning
- image retrieval
- fractal image compression
- feature space
- search methods
- cost model
- kd trees
- similarity search
- locality sensitive hashing
- exhaustive search
- kd tree
- index structure
- feature vectors
- metric space
- knn
- road network
- manhattan distance
- hash functions
- random forest
- user queries
- low dimensional
- dimensionality reduction
- data points
- search space
- feature selection