Conformal prediction can turn a learned query optimizer's cost estimates into latency bounds with a user-chosen confidence level, enabling pre-execution verification and a search heuristic that improves planning time.
Title resolution pending
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.DB 1years
2025 1verdicts
CONDITIONAL 1representative citing papers
citing papers explorer
-
Conformal Prediction for Verifiable Learned Query Optimization
Conformal prediction can turn a learned query optimizer's cost estimates into latency bounds with a user-chosen confidence level, enabling pre-execution verification and a search heuristic that improves planning time.