The Crossroads of AI and Database Algorithms: Query Optimization

tl;dr: We observed that Dynamic Programming is the common base of both database query optimization and reinforcement learning. Based on this, we designed a deep reinforcement learning algorithm for database query optimization we call DQ. We show that DQ is highly effective and more generally adaptable than any of the prior approaches in the database literature.

Database research meets AI. Academic; points towards the future´╗┐.


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