ML for Data Management Group @ NTU

Our research lies at the intersection of Machine Learning and Databases.

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We are the ML for Database Group at Nanyang Technological University (NTU). Our research focuses on the application of machine learning techniques to various problems in database management, with the vision of building an intelligent, self-adpative data management system. Our current research includes:

  • ML-enhanced Indexes
  • Cardinality Estimation
  • Database Generation
  • Learned Query Optimizer