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.
PilotScope is a middleware to bridge the gaps of deploying AI4DB (Artificial Intelligence for Databases) algorithms into actual database systems.
A customized and efficient database tuning system [VLDB'22]
Paper repository for "Robust and Budget-Constrained Encoding Configurations for In-Memory Database Systems" (VLDB 2022)
Balsa is a learned SQL query optimizer. It tailor optimizes your SQL queries to find the best execution plans for your hardware and engine.
Pytorch implementation of LEON: A New Framework for ML-Aided Query Optimization.
Paper repository for "SWIRL: Selection of Workload-aware Indexes using Reinforcement Learning" (EDBT 2022)
Collaborated with Guoliang Li, Jiesi Liu, and Jianming Wu
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