cornelldbgroup / skinnerdbLinks
SkinnerDB is an analytical database management system. It uses adaptive processing and reinforcement learning to find near-optimal join orders.
☆52Updated 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!☆104Updated 3 years ago
- Code and workloads from the Learned Cardinalities paper (https://arxiv.org/abs/1809.00677)☆126Updated 6 years ago
- A prototype implementation of Bao for PostgreSQL☆216Updated last year
- Neural Relation Understanding: neural cardinality estimators for tabular data☆105Updated 4 years ago
- State-of-the-art neural cardinality estimators for join queries☆80Updated 5 years ago
- Paper list about adopting machine learning techniques into data management tasks.☆37Updated 5 years ago
- Cardinality Estimation Benchmark☆84Updated 2 years ago
- ☆26Updated 4 years ago
- ☆38Updated 2 years ago
- A new CardEst Benchmark to Bridge AI and DBMS☆134Updated 2 years ago
- Join Order Benchmark (JOB)☆344Updated 10 months ago
- ☆72Updated 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
- PyTorch implementation of binary tree convolution☆49Updated 6 years ago
- learned cardinalities for databases☆16Updated 2 years ago
- ☆11Updated 3 years ago
- blah☆35Updated 6 years ago
- A Benchmark for Learned Indexes☆299Updated 3 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…☆144Updated 3 years ago
- ☆23Updated 5 years ago
- BI benchmark with user generated data and queries☆72Updated last year
- ☆33Updated 2 years ago
- ☆20Updated last year
- A new cardinality estimation scheme for join query estimation☆43Updated last year
- Join ordering optimization using Deep Reinforcement Learning☆44Updated 4 years ago
- ☆61Updated 4 years ago
- A benchmark for serverless analytic databases.☆25Updated last year
- Source code for QuickSel (SIGMOD 2020)☆19Updated 6 months ago
- ☆24Updated 7 months ago
- AlphaJoin: Join Order Selection à la AlphaG☆16Updated 5 years ago