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