A self-correcting learned index whose error stays bounded as the underlying key distribution drifts, without retraining from scratch.
Paper VLDB 2024 DBMS
Learned Indexes Under Distribution Shift
Cite this paper
Learned Indexes Under Distribution Shift
@inproceedings{park2024index,
title = {Learned Indexes Under Distribution Shift},
author = {Jihoon Park and Aylin Demir},
booktitle = {VLDB 2024},
year = {2024}
}