CDFShop: Exploring and Optimizing Learned Index Structures.
Ryan MarcusEmily ZhangTim KraskaPublished in: SIGMOD Conference (2020)
Keyphrases
- index structure
- multi dimensional
- r tree
- query processing
- range queries
- data structure
- access methods
- main memory
- nearest neighbor
- b tree
- efficient query processing
- indexing techniques
- indexing schemes
- data distribution
- tree structure
- multidimensional index structures
- nearest neighbor queries
- database management systems
- aggregated data
- spatial index
- multidimensional indexing
- database systems
- tree structures
- indexing structure
- similarity queries
- inverted index
- disk accesses
- spatial databases
- neural network