162 citations · 294 across the 20 of their papers we have counts for
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cs.DB2019★ 14 cited
Approximate Query Processing using Deep Generative Models
Saravanan Thirumuruganathan, Shohedul Hasan, Nick Koudas +1
Data is generated at an unprecedented rate surpassing our ability to analyze them. The database community has pioneered many novel techniques for Approximate Query Processing (AQP)…
cs.DB2019★ 20 cited
Multi-Attribute Selectivity Estimation Using Deep Learning
Shohedul Hasan, Saravanan Thirumuruganathan, Jees Augustine +2
Selectivity estimation - the problem of estimating the result size of queries - is a fundamental problem in databases. Accurate estimation of query selectivity involving multiple c…