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
Oct 12, 2024 - Python
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 for database systems powered by artificial intelligence (machine learning for database)
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.
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
Paper repository for "Robust and Budget-Constrained Encoding Configurations for In-Memory Database Systems" (VLDB 2022)
Codes for building an AI-native database
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.
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