Paper repository for "SWIRL: Selection of Workload-aware Indexes using Reinforcement Learning" (EDBT 2022)
☆42Jul 12, 2025Updated last year
Alternatives and similar repositories for rl_index_selection
Users that are interested in rl_index_selection are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Platform to evaluate index selection algorithms☆90Apr 5, 2024Updated 2 years ago
- ☆25Oct 31, 2020Updated 5 years ago
- ☆11Nov 12, 2020Updated 5 years ago
- Code used for the Arvix report: The Case for Automatic Database Administration using Deep Reinforcement Learning☆25May 13, 2020Updated 6 years ago
- We propose a self-driving approach to online index selection that eschews the DBA and query optimiser, and instead learns the benefits of…☆13Jan 8, 2023Updated 3 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- ☆21Mar 2, 2022Updated 4 years ago
- HMAB: Self-Driving Hierarchy of Bandits for Integrated Physical Database Design Tuning☆15Mar 1, 2022Updated 4 years ago
- PostBOUND is a research framework to prototype and benchmark database query optimizers☆30Updated this week
- ☆40Aug 14, 2023Updated 3 years ago
- Query Plan Evaluation☆17Jul 18, 2023Updated 3 years ago
- ai4db and db4ai work☆830Dec 26, 2024Updated last year
- Codes for building an AI-native database☆77Jul 29, 2024Updated 2 years ago
- A Unified Transferable Model for ML-Enhanced DBMS☆14Feb 2, 2022Updated 4 years ago
- ☆15Feb 15, 2024Updated 2 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- ☆64May 12, 2024Updated 2 years ago
- Join Order Benchmark (implicit fork of https://github.com/gregrahn/join-order-benchmark)☆24Jun 9, 2026Updated 4 months ago
- ☆14Jul 11, 2025Updated last year
- Research-focused fork of PostgreSQL to study query optimizers.☆23Aug 17, 2026Updated last month
- A lightweight RL environment for query optimization.☆16Sep 13, 2024Updated 2 years ago
- Papers for database systems powered by artificial intelligence (machine learning for database)☆787Apr 21, 2026Updated 5 months ago
- ☆17Jan 12, 2024Updated 2 years ago
- ☆14Sep 25, 2025Updated last year
- ☆48Jun 10, 2023Updated 3 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- ☆35Sep 19, 2023Updated 3 years ago
- LLM for Index Recommendation☆17Mar 20, 2026Updated 6 months ago
- Pytorch implementation of LEON: A New Framework for ML-Aided Query Optimization.☆29Mar 7, 2024Updated 2 years ago
- This is the source code of the SIGMOD paper: "How Good are Learned Cost Models, Really? Insights From Query Optimization Tasks"☆29Jan 21, 2026Updated 8 months ago
- ☆13Jun 21, 2022Updated 4 years ago
- ☆11Jul 18, 2021Updated 5 years ago
- Implementation of BTree part for paper 'The Case for Learned Index Structures'☆151Dec 20, 2018Updated 7 years ago
- ☆39Jul 6, 2023Updated 3 years ago
- Join Order Benchmark (JOB)☆373Feb 16, 2025Updated last year
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- A Vagrant box that automatically loads the IMDB dataset into Postgres☆83Mar 22, 2024Updated 2 years ago
- Official Repository of "LLM × DATA" Survey Paper☆831Jun 15, 2026Updated 3 months ago
- An online logical query rewrite demo (schema+sql only)!☆41Jul 25, 2023Updated 3 years ago
- The recursive model index, a learned index structure☆238May 27, 2026Updated 4 months ago
- ☆34Mar 12, 2025Updated last year
- A Benchmark for Transactional Database Performance Anomalies☆14Nov 21, 2023Updated 2 years ago
- Code for the TCS paper "On the performance of learned data structures" and the ICML paper "Why are learned indexes so effective?"☆21May 9, 2021Updated 5 years ago