cornelldbgroup / skinnerdbLinks
SkinnerDB is an analytical database management system. It uses adaptive processing and reinforcement learning to find near-optimal join orders.
☆53Updated last year
Alternatives and similar repositories for skinnerdb
Users that are interested in skinnerdb are comparing it to the libraries listed below
Sorting:
- Implementation of DeepDB: Learn from Data, not from Queries!☆103Updated 3 years ago
- Paper list about adopting machine learning techniques into data management tasks.☆37Updated 5 years ago
- ☆38Updated 2 years ago
- State-of-the-art neural cardinality estimators for join queries☆79Updated 5 years ago
- A prototype implementation of Bao for PostgreSQL☆216Updated last year
- Neural Relation Understanding: neural cardinality estimators for tabular data☆104Updated 4 years ago
- Code and workloads from the Learned Cardinalities paper (https://arxiv.org/abs/1809.00677)☆127Updated 6 years ago
- ☆26Updated 4 years ago
- blah☆35Updated 6 years ago
- Cardinality Estimation Benchmark☆85Updated 2 years 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…☆147Updated 3 years ago
- ☆21Updated last year
- learned cardinalities for databases☆16Updated 2 years ago
- A Benchmark for Learned Indexes☆300Updated 3 years ago
- PyTorch implementation of binary tree convolution☆49Updated 6 years ago
- Reproducibility package for "Robust Join Processing with Diamond Hardened Joins"☆12Updated last year
- Join Order Benchmark (JOB)☆347Updated 11 months ago
- BI benchmark with user generated data and queries☆73Updated last year
- ☆11Updated 3 years ago
- ☆72Updated 3 years ago
- A Vagrant box that automatically loads the IMDB dataset into Postgres☆79Updated last year
- A new cardinality estimation scheme for join query estimation☆42Updated last year
- A new CardEst Benchmark to Bridge AI and DBMS☆135Updated 2 years ago
- The DSB benchmark is designed for evaluating both workloaddriven and traditional database systems on modern decision support workloads. D…☆72Updated last year
- ☆25Updated 8 months ago
- ☆34Updated 2 years ago
- The recursive model index, a learned index structure☆229Updated 3 months ago
- A benchmark for serverless analytic databases.☆25Updated 2 weeks ago
- Join ordering optimization using Deep Reinforcement Learning☆44Updated 4 years ago
- AlphaJoin: Join Order Selection à la AlphaG☆16Updated 5 years ago