A Collection papers that accelerate DBMS with LLMs

May 23, 2025

Growing interest and potential in applying generative AI and LLMs to various aspects of DBMS development Automatic Database Management System Tuning Through Large-scale Machine Learning Neo: A Learned Query Optimizer LEO: DB2’s Learning Optimizer Knowledge-to-SQL: Enhancing SQL Generation with Data Expert LLM ShQveL: Testing Database Systems with LLM-Synthesized Fragments SQLfuse: Enhancing Text-to-SQL Performance through Comprehensive LLM Synergy V-SQL: A View-based Two-stage Text-to-SQL Framework DB-GPT: Large Language Model Meets Database D-Bot: Database Diagnosis System using Large Language Models