SQUID: Faster Analytics via Sampled Quantiles Data-structure.
Ran Ben-BasatGil EinzigerWenchen HanBilal TayhPublished in: CoRR (2022)
Keyphrases
- data structure
- learning analytics
- efficient data structures
- data distribution
- suffix tree
- data types
- sliding window
- business intelligence
- data mining
- heavy hitters
- fixed size
- case study
- data management
- highly efficient
- r tree
- data analysis
- quadtree
- tree structure
- frequent patterns
- itemsets
- big data
- index structure
- text mining
- binary classification
- insertions and deletions
- compressed text
- neural network