DBMS + AI

• SIGMOD'17 - Automatic Database Management System Tuning Through Large-scale Machine Learning
• CIDR'19 - Towards a Hands-Free Query Optimizer through Deep Learning
• TKDE'20 - Database Meets AI: A Survey
• CIDR'22 - One Model to Rule them All: Towards Zero-Shot Learning for Databases

Self-Driving DBMSs

• SIGMOD'21 - MB2: Decomposed Behavior Modeling for Self-Driving Database Management Systems

Multi-Query Execution

• SIGMOD'21 - Scalable Multi-Query Execution using Reinforcement Learning

Query Optimizer

• SIGMOD'22 - Balsa: Learning a Query Optimizer Without Expert Demonstrations