Applications of AI to Modern Data Management Systems (2024)
The Technical Doctoral School of IT and Design at Aalborg University
Welcome to Applications of AI to Modern Data Management Systems
Organizer: Professor Torben Bach Pedersen
Lecturers: Professor Wolfgang Lehner
ECTS: 2
Date/Time: 7-9 October 2024
Deadline: 16 September 2024
Max no. Of participants: 15
Description:
The course will cover applications of AI to modern data management systems, including learned indexes, learned optimizers, and other state of the art applications of modern AI to design of data management system or direct replacement of their components. The course will cover several types of systems, e.g., both relational database management systems and other data management/data processing systems.
Learning objectives:
The objective of the course is to provide students with a working understanding of how AI can optimize the internal workings of modern data management systems and how they can apply AI in their own data management system research.
Prerequisites:
Bachelor and master degrees in computer science or software engineering, including knowledge on machine learning and data management as introduced in typical undergraduate courses.