ai4db
There are 48 repositories under ai4db topic.
HKUSTDial/NL2SQL_Handbook
This is a continuously updated handbook for readers to easily track the latest NL2SQL (Text-to-SQL) techniques in the literature and provide practical guidance for researchers and practitioners. If we missed any interesting work, feel free to contact us.
alibaba/pilotscope
PilotScope is a middleware to bridge the gaps of deploying AI4DB (Artificial Intelligence for Databases) algorithms into actual database systems.
Wind-Gone/awesome-olap-paper
Paper related to OLAP techniques
Wind-Gone/awesome-ai4db-paper
Paper related to AI4DB techniques
SJTU-DMTai/awesome-ml-data-quality-papers
Papers about training data quality management for ML models.
Wind-Gone/VLDBSS2022-ECNU-DaSE
2022 VLDB Summer School
whtcorpsinc/einsteindb-prod
EinsteinDB is a Hybrid memory system consisting of DRAM and Non-Volatile Memory configured to persist data fast.
Wind-Gone/STAT-Ai4CardinalityEstimation-CodeBase
Current STAT Learning-based Cardinality Estimation Code Base
ZhengtongYan/balsa
Balsa is a learned SQL query optimizer. It tailor optimizes your SQL queries to find the best execution plans for your hardware and engine.
ZhengtongYan/ReJOIN-antonismand
Join ordering optimization using Deep Reinforcement Learning
ZhengtongYan/workload-performance
Graph Embedding for Query Performance Prediction (PVLDB Paper Code)
ZhengtongYan/AI4DBCode
Codes for building an AI-native database
ZhengtongYan/AlphaJoinRepetition
the repetition of AlphaJoin
ZhengtongYan/DBTune
A customized and efficient database tuning system [VLDB'22]
ZhengtongYan/encoding_selection
Paper repository for "Robust and Budget-Constrained Encoding Configurations for In-Memory Database Systems" (VLDB 2022)
ZhengtongYan/learned-cardinalities
learned cardinalities for databases
ZhengtongYan/LEON
Pytorch implementation of LEON: A New Framework for ML-Aided Query Optimization.
ZhengtongYan/pilotscope
PilotScope is a middleware to bridge the gaps of deploying AI4DB (Artificial Intelligence for Databases) algorithms into actual database systems.
ZhengtongYan/rl_index_selection
Paper repository for "SWIRL: Selection of Workload-aware Indexes using Reinforcement Learning" (EDBT 2022)
ZhengtongYan/WorkloadCharacterization
analyzing workloads