Search

Few direct matches — filled in with the latest updates.

Tag: #dbplanbench1 results

LLM Evolutionary Sampling Speeds Databases

LLM Evolutionary Sampling Speeds Databases

DBPlanBench exposes physical query plans for LLM-proposed localized edits, refined via evolutionary search. LLMs leverage semantic knowledge for optimizations like join orderings. Achieves up to 4.78x speedups, with transfers from small to large databases.

ArXiv AIResearchFeb 12#research#dbplanbench#v1