Interactive Demonstration of Probabilistic Predicates
SIGMOD/PODS '18: International Conference on Management of Data Houston TX USA June, 2018, pp. 1669-1672, 2018.
We will demonstrate a prototype query processing engine that uses probabilistic predicates (PPs) to speed up machine learning inference jobs. In current analytic engines, machine learning functions are modeled as user-defined functions (UDFs) which are both time and resource intensive. These UDFs prevent predicate pushdown; predicates tha...More
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