research
∙
09/12/2023
Enhancing In-Memory Spatial Indexing with Learned Search
Spatial data is ubiquitous. Massive amounts of data are generated every ...
share
research
∙
05/03/2021
APEX: A High-Performance Learned Index on Persistent Memory
The recently released persistent memory (PM) has been gaining popularity...
research
∙
12/12/2020
Cortex: Harnessing Correlations to Boost Query Performance
Databases employ indexes to filter out irrelevant records, which reduces...
research
∙
08/24/2020
The Case for Learned Spatial Indexes
Spatial data is ubiquitous. Massive amounts of data are generated every ...
research
∙
06/23/2020
Tsunami: A Learned Multi-dimensional Index for Correlated Data and Skewed Workloads
Filtering data based on predicates is one of the most fundamental operat...
research
∙
12/03/2019
Learning Multi-dimensional Indexes
Scanning and filtering over multi-dimensional tables are key operations ...
research
∙
10/10/2019
LISA: Towards Learned DNA Sequence Search
Next-generation sequencing (NGS) technologies have enabled affordable se...
research
∙
05/21/2019
ALEX: An Updatable Adaptive Learned Index
Recent work on "learned indexes" has revolutionized the way we look at t...
research
∙
03/06/2018