PilotScope is a middleware to bridge the gaps of deploying AI4DB (Artificial Intelligence for Databases) algorithms into actual database systems.
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Updated
Jul 12, 2024 - Python
PilotScope is a middleware to bridge the gaps of deploying AI4DB (Artificial Intelligence for Databases) algorithms into actual database systems.
The codebase for DBSim
A generic query engine for graph data, based on abstract syntax trees as input.
Spanning Tree-based Query Plan Enumeration
Code on paper: Eraser: Eliminating Performance Regression on Learned Query Optimizer
Robust Cardinality Estimator by Non-autoregressive Model
Pytorch implementation of LEON: A New Framework for ML-Aided Query Optimization.
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