Overview of Our Research Recent Tutorial Machine Learning for Databases: Foundations, Paradigms, and Open problems. SIGMOD 2024. Slides Database Access Methods Indexing techniques can significantly improve query efficiency. We use machine learning techniques to optimize various index structure based on the data distribution and workload patterns.