64 citations · 160 across the 24 of their papers we have counts for
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cs.DB2018★ 3 cited
Learning State Representations for Query Optimization with Deep Reinforcement Learning
Jennifer Ortiz, Magdalena Balazinska, Johannes Gehrke +1
Deep reinforcement learning is quickly changing the field of artificial intelligence. These models are able to capture a high level understanding of their environment, enabling the…
cs.DB2018★ 10 cited
Cuttlefish: A Lightweight Primitive for Adaptive Query Processing
Tomer Kaftan, Magdalena Balazinska, Alvin Cheung +1
Modern data processing applications execute increasingly sophisticated analysis that requires operations beyond traditional relational algebra. As a result, operators in query plan…