Learned Cardinalities: Estimating Correlated Joins with Deep Learning

Andreas Kipf, Thomas Kipf, Bernhard Radke +3

We describe a new deep learning approach to cardinality estimation. MSCN is a multi-set convolutional network, tailored to representing relational query plans, that employs set sem…