Accelerating String-Key Learned Index Structures via Memoization-based Incremental Training.
Minsu KimJinwoo HwangGuseul HeoSeiyeon ChoDivya MahajanJongse ParkPublished in: CoRR (2024)
Keyphrases
- index structure
- data structure
- multi dimensional
- suffix tree
- r tree
- range queries
- access methods
- database management systems
- b tree
- query processing
- nearest neighbor
- multidimensional index structures
- main memory
- indexing techniques
- multidimensional indexing
- space partitioning
- efficient query processing
- aggregated data
- data distribution
- training set
- tree structures
- database systems
- indexing schemes
- spatial index
- indexing structure
- similarity queries
- nearest neighbor queries
- path queries
- metric space
- regular expressions
- data mining
- spatial data
- machine learning