Oleksandr Havrylov

Opening the Black-Box: Explaining Learned Cost Models for Databases

2025 · Proceedings of the VLDB Endowment

Learned Cost Model s (LCMs) have shown superior results over traditional database cost models as they can significantly improve the accuracy of cost predictions. However, LCMs still fail for some query plans, as prediction errors …