ML4DB-paper-list
Papers for database systems powered by artificial intelligence (machine learning for database).
LumingSun/ML4DB-paper-list is ranked 6,260 with 790 stars.
LumingSun/ML4DB-paper-list is ranked 6,260 among these 8 peers; aarora4/Awesome-Prediction-Market-Tools is ranked 6,288.
| Name | Rank | Metrics |
|---|---|---|
| charmbracelet/catwalk | 6,219 |
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| tjunlp-lab/Awesome-LLMs-Evaluation-Papers | 6,223 |
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| anmolksachan/AI-ML-Free-Resources-for-Security-and-Prompt-Injection | 6,226 |
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| DaoSword/Time-Series-Forecasting-and-Deep-Learning | 6,228 |
|
| aarora4/Awesome-Prediction-Market-Tools | 6,288 |
|
| mustafakendiguzel/claude-code-ui-agents | 6,292 |
|
| amusi/AI-Job-Recommend | 6,300 |
|
| RoseCityRobotics/ai-developer-resources | 6,307 |
|
| Parameter | Value |
|---|---|
| Category | Lists |
| Subcategory | Paper collections |
| Stars | 790 |
| Forks | 93 |
| Contributors | 19 |
| Created date | 2019-09-10 |
| Updated date | 2026-10-16 |
| Stars in 1 day | 1 |
| Stars in 7 days | 3 |
| Rank | 6,260 |
| Previous rank | 13,697 |
| Rank change | 7,437 |
| 7-day stars rank | 7,227 |
| Previous 7-day stars rank | 8,571 |
| 7-day stars rank change | 1,344 |
| Total stars rank | 13,490 |
| Previous total stars rank | 13,486 |
| Total stars rank change | -4 |
| Country | China |
There are so many papers emerging about Text-To-SQL! Sadly I'm not an expert with the topic and can not tell the quality of the papers. Looking forward to contributions (PR, comment, discussion) about Text-To-SQL！ Generating Training Data for ML-based Data Management (SIGMOD 2021) MB2: Decomposed Behavior Modeling for Self-Driving Database Management Systems (SIGMOD 2021) Towards instance-optimized data systems (VLDB 2021 from Tim Kraska) Make Your Database System Dream of Electric Sheep: Towards Self
-Driving Operation (VLDB 2021 from Andy Pavlo) openGauss: An Autonomous Database System (VLDB 2021 from Guoliang Li) Experience-Enhanced Learning: One Size Still does not Fit All in Automatic Database Management (arXiv 2021) Baihe: SysML Framework for AI-driven Databases (arXiv 2022) Survey on Learnable Databases: A Machine Learning Perspective (Big Data Research 2021) Database Optimizers in the Era of Learning (ICDE 2022) Machine Learning for Data Management: A System View (ICDE 2022) Tastes Great! High Performance and Accurate Training
Data Collection for Self-Driving Database Management Systems (SIGMOD 2022) SAM: Database Generation from Query Workload with Supervised Autoregressive Model (SIGMOD 2022) Source code Detect, Distill and Update: Learned DB Systems Facing Out of Distribution Data (SIGMOD 2023) Source code SageDB: An Instance-Optimized Data Analytics System (VLDB 2023) Towards Building Autonomous Data Services on Azure (SIGMOD-Companion ’23) Database Gyms (CIDR 2023) Check Out the Big Brain on BRAD: Simplifying Cloud Data Processing with Learned Automated Data Meshes (VLDB
2023) Machine Unlearning in Learned Databases: An Experimental Analysis (SIGMOD 2024) Source code PilotScope: Steering Databases with Machine Learning Drivers (VLDB 2024) Source code Machine Learning for Databases: Foundations, Paradigms, and Open problems (SIGMOD 2024) NeurDB: An AI-powered Autonomous Data System (arXiv 2024) GaussML: An End-to-End In-Database Machine Learning System (ICDE 2024) NeurDB: On the Design and Implementation of an AI-powered Autonomous Database (arXiv 2024) LLM for Data Management (VLDB 2024) Blueprinting the Cloud: Unifying
and Automatically Optimizing Cloud Data Infrastructures with BRAD (VLDB 2024) The Holon Approach for Simultaneously Tuning Multiple Components in a Self-Driving Database Management System with Machine Learning via Synthesized Proto-Actions (VLDB 2024) NeurBench: Benchmarking Learned Database Components with Data and Workload Drift Modeling (arXiv 2025) GaussMaster: An LLM-based Database Copilot System (arXiv 2025) D-Bot: An LLM-Powered DBA Copilot (SIGMOD-Companion 2025) Does A Fish Need a Bicycle? The Case for On-Chip NPUs in DBMS
(CIDR 2026) Towards Effective Orchestration of AI x DB Workloads (arXiv 2026) Training Data Collection Expand your Training Limits! Generating Training Data for ML-based Data Management (SIGMOD 2021) DataFarm: Farm Your ML-based Query Optimizer's Food! - Human-Guided Training Data Generation -. (CIDR 2022) Farming Your ML-based Query Optimizer's Food. (ICDE 2022, **best demo award**) Hit the Gym: Accelerating Query Execution to Efficiently Bootstrap Behavior Models for Self-Driving Database Management Systems (VLDB 2024) Theoretical Analysis of Learned Database
Operations under Distribution Shift through Distribution Learnability (ICML 2024) Data Access Configuration Tuning SARD: A statistical approach for ranking database
How many stars and forks are recorded?
LumingSun/ML4DB-paper-list has 790 stars and 93 forks.
What is the repository rank?
LumingSun/ML4DB-paper-list is ranked 6,260.
Which repository is closest in rank?
LumingSun/ML4DB-paper-list is compared with aarora4/Awesome-Prediction-Market-Tools, ranked 6,288 with 775 stars.