google / kepler
☆33Updated last year
Alternatives and similar repositories for kepler:
Users that are interested in kepler are comparing it to the libraries listed below
- The DSB benchmark is designed for evaluating both workloaddriven and traditional database systems on modern decision support workloads. D…☆51Updated 3 months ago
- Auto-Steer☆45Updated 2 months ago
- Cardinality Estimation Benchmark☆74Updated last year
- This repository includes the code base used in the paper "Is Your Learned Query Optimizer Behaving As You Expect? A Machine Learning Pers…☆13Updated 11 months ago
- ☆26Updated last year
- Balsa is a learned SQL query optimizer. It tailor optimizes your SQL queries to find the best execution plans for your hardware and engin…☆135Updated 2 years ago
- State-of-the-art neural cardinality estimators for join queries☆76Updated 4 years ago
- A Vagrant box that automatically loads the IMDB dataset into Postgres☆68Updated 10 months ago
- ☆13Updated last year
- A new cardinality estimation scheme for join query estimation☆32Updated 2 months ago
- ☆19Updated 2 years ago
- ☆19Updated 2 years ago
- Code and workloads from the Learned Cardinalities paper (https://arxiv.org/abs/1809.00677)☆122Updated 5 years ago
- A prototype implementation of Bao for PostgreSQL☆193Updated 5 months ago
- A new CardEst Benchmark to Bridge AI and DBMS☆118Updated last year
- ☆27Updated 2 years ago
- Implementation of DeepDB: Learn from Data, not from Queries!☆96Updated 2 years ago
- ☆24Updated 3 years ago
- ☆37Updated last year
- ☆69Updated 2 years ago
- ☆47Updated 9 months ago
- Implementation of our VLDB'22 paper "Zero-Shot Cost Models for Out-of-the-box Learned Cost Prediction"☆38Updated 2 years ago
- Neural Relation Understanding: neural cardinality estimators for tabular data☆100Updated 3 years ago
- Join Order Benchmark (implicit fork of https://github.com/gregrahn/join-order-benchmark)☆18Updated last month
- This is for SIGMOD submission "Learning-based Progressive Cardinality Estimation for End-to-end Query Execution"☆18Updated 2 years ago
- Source code for QuickSel (SIGMOD 2020)☆19Updated 4 years ago
- Platform to evaluate index selection algorithms☆82Updated 10 months ago
- A Unified Deep Model of Learning from both Data and Queries for Cardinality Estimation☆27Updated 3 years ago
- Codes for building an AI-native database☆75Updated 6 months ago
- Supplementary Material for "LlamaTune: Sample-Efficient DBMS Configuration Tuning"☆34Updated 2 years ago