8 citations · 10 across the 2 of their papers we have counts for
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cs.DB2023★ 8 cited
AirIndex: Versatile Index Tuning Through Data and Storage
Supawit Chockchowwat, Wenjie Liu, Yongjoo Park
The end-to-end lookup latency of a hierarchical index -- such as a B-tree or a learned index -- is determined by its structure such as the number of layers, the kinds of branching…
cs.DB2022★ 2 cited
Automatically Finding Optimal Index Structure
Supawit Chockchowwat, Wenjie Liu, Yongjoo Park
Existing learned indexes (e.g., RMI, ALEX, PGM) optimize the internal regressor of each node, not the overall structure such as index height, the size of each layer, etc. In this p…