cornelldbgroup / skinnerdbLinks
SkinnerDB is an analytical database management system. It uses adaptive processing and reinforcement learning to find near-optimal join orders.
☆50Updated last year
Alternatives and similar repositories for skinnerdb
Users that are interested in skinnerdb are comparing it to the libraries listed below
Sorting:
- A prototype implementation of Bao for PostgreSQL☆206Updated 11 months ago
- Implementation of DeepDB: Learn from Data, not from Queries!☆103Updated 2 years ago
- Code and workloads from the Learned Cardinalities paper (https://arxiv.org/abs/1809.00677)☆124Updated 6 years ago
- State-of-the-art neural cardinality estimators for join queries☆80Updated 4 years ago
- Neural Relation Understanding: neural cardinality estimators for tabular data☆105Updated 4 years ago
- Cardinality Estimation Benchmark☆83Updated 2 years ago
- Paper list about adopting machine learning techniques into data management tasks.☆37Updated 5 years ago
- ☆38Updated 2 years ago
- blah☆35Updated 6 years ago
- ☆25Updated 4 years ago
- Join Order Benchmark (JOB)☆330Updated 6 months ago
- learned cardinalities for databases☆16Updated 2 years ago
- A Benchmark for Learned Indexes☆289Updated 3 years ago
- A new CardEst Benchmark to Bridge AI and DBMS☆129Updated 2 years ago
- BI benchmark with user generated data and queries☆71Updated 8 months ago
- Balsa is a learned SQL query optimizer. It tailor optimizes your SQL queries to find the best execution plans for your hardware and engin…☆142Updated 3 years ago
- The DSB benchmark is designed for evaluating both workloaddriven and traditional database systems on modern decision support workloads. D…☆63Updated 10 months ago
- PyTorch implementation of binary tree convolution☆50Updated 5 years ago
- ☆71Updated 2 years ago
- ☆26Updated 3 years ago
- ☆23Updated 5 years ago
- Join ordering optimization using Deep Reinforcement Learning☆43Updated 4 years ago
- ☆30Updated last year
- ☆24Updated 3 months ago
- AlphaJoin: Join Order Selection à la AlphaG☆16Updated 5 years ago
- Platform to evaluate index selection algorithms☆89Updated last year
- A Vagrant box that automatically loads the IMDB dataset into Postgres☆74Updated last year
- The recursive model index, a learned index structure☆224Updated 3 years ago
- ☆18Updated last year
- A Relational Optimizer and Executor☆66Updated 8 months ago