Frank Sifei Luan
Frank Sifei Luan
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Query Optimization
Balsa: Learning a Query Optimizer Without Expert Demonstrations
A query optimizer built by deep reinforcement learning.
Zongheng Yang
,
Wei-Lin Chiang
,
Frank Sifei Luan
,
Gautam Mittal
,
Michael Luo
,
Ion Stoica
PDF
Code
DOI
NeuroCard: One Cardinality Estimator for All Tables
A join cardinality estimator that builds a single neural density estimator over an entire database.
Zongheng Yang
,
Amog Kamsetty
,
Frank Sifei Luan
,
Eric Liang
,
Yan Duan
,
Xi Chen
,
Ion Stoica
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Code
DOI
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