14 citations · 22 across the 3 of their papers we have counts for
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cs.DB2023
Kepler: Robust Learning for Faster Parametric Query Optimization
Lyric Doshi, Vincent Zhuang, Gaurav Jain +5
Most existing parametric query optimization (PQO) techniques rely on traditional query optimizer cost models, which are often inaccurate and result in suboptimal query performance.…
cs.DB2020★ 14 cited
Learned Indexes for a Google-scale Disk-based Database
Hussam Abu-Libdeh, Deniz Altınbüken, Alex Beutel +7
There is great excitement about learned index structures, but understandable skepticism about the practicality of a new method uprooting decades of research on B-Trees. In this pap…