PilotScope is a middleware to bridge the gaps of deploying AI4DB (Artificial Intelligence for Databases) algorithms into actual database systems.
Paper related to AI4DB techniques
Papers about training data quality management for ML models.
EinsteinDB is a Hybrid memory system consisting of DRAM and Non-Volatile Memory configured to persist data fast.
Current STAT Learning-based Cardinality Estimation Code Base
Graph Embedding for Query Performance Prediction (PVLDB Paper Code)
Balsa is a learned SQL query optimizer. It tailor optimizes your SQL queries to find the best execution plans for your hardware and engine.
Join ordering optimization using Deep Reinforcement Learning
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]
learned cardinalities for databases
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