Benjamin Hilprecht

Zero-shot cost models for out-of-the-box learned cost prediction

2022 · Proceedings of the VLDB Endowment

In this paper, we introduce zero-shot cost models, which enable learned cost estimation that generalizes to unseen databases. In contrast to state-of-the-art workload-driven approaches, which require to execute a large set of training queries on …