Learning a Partitioning Advisor with Deep Reinforcement Learning

Benjamin Hilprecht, Carsten Binnig, Uwe Roehm

Commercial data analytics products such as Microsoft Azure SQL Data Warehouse or Amazon Redshift provide ready-to-use scale-out database solutions for OLAP-style workloads in the c…