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cs.DB2024★ 1 cited
GenJoin: Conditional Generative Plan-to-Plan Query Optimizer that Learns from Subplan Hints
Pavel Sulimov, Claude Lehmann, Kurt Stockinger
Query optimization has become a research area where classical algorithms are being challenged by machine learning algorithms. At the same time, recent trends in learned query optim…
cs.DB2023★ 1 cited
Is Your Learned Query Optimizer Behaving As You Expect? A Machine Learning Perspective
Claude Lehmann, Pavel Sulimov, Kurt Stockinger
The current boom of learned query optimizers (LQO) can be explained not only by the general continuous improvement of deep learning (DL) methods but also by the straightforward for…