Debmalya Panigrahi

Selectivity Estimation for Linear Queries via Online Learning

Fangzhu Shen, Debmalya Panigrahi, Sudeepa Roy

Learning-based approaches for selectivity estimation in databases have gained significant traction in recent years. However, theoretical studies of these learning-based approaches are essentially limited to fixed query distributions on static databases. In practice, both the unde…Read more