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cs.DB2026
Reinforcement Learning based DBMS Buffer Pool Auto-Tuning for Optimal Memory Utilization
Yifan Wang, Patrick Royer, Raphaël Féraud +1
Administering Database Management Systems (DBMS) instances requires Database Administrators (DBA) to balance performance in terms of Service Level Agreement (SLA) against resource…
cs.DB2026
DOT: Dynamic Knob Selection and Online Sampling for Automated Database Tuning
Yifan Wang, Debabrota Basu, Pierre Bourhis +2
Database Management Systems (DBMS) are crucial for efficient data management and access control, but their administration remains challenging for Database Administrators (DBAs). Tu…