chunhui-shi / smart-compute
AI for big data materials
☆14Updated last month
Alternatives and similar repositories for smart-compute:
Users that are interested in smart-compute are comparing it to the libraries listed below
- blah☆35Updated 6 years ago
- Query Plan Evaluation☆14Updated last year
- This is the source code of the SIGMOD paper: "How Good are Learned Cost Models, Really? Insights From Query Optimization Tasks"☆11Updated 3 months ago
- Source code for QuickSel (SIGMOD 2020)☆19Updated 4 years ago
- PyTorch implementation of binary tree convolution☆49Updated 5 years ago
- Neural Relation Understanding: neural cardinality estimators for tabular data☆103Updated 3 years ago
- ☆29Updated last year
- Join Order Benchmark (implicit fork of https://github.com/gregrahn/join-order-benchmark)☆18Updated 3 months ago
- ☆11Updated 2 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…☆12Updated 2 years ago
- Star Schema Benchmark for PostgreSQL script.☆8Updated 6 years ago
- Factorize Sum Product Network☆27Updated 2 years ago
- Code used for the Arvix report: The Case for Automatic Database Administration using Deep Reinforcement Learning☆23Updated 4 years ago
- Join ordering optimization using Deep Reinforcement Learning☆43Updated 4 years ago
- Platform to evaluate index selection algorithms☆85Updated last year
- A learning-based method for high-fidelity database generation.☆15Updated 2 years ago
- ☆16Updated last year
- State-of-the-art neural cardinality estimators for join queries☆77Updated 4 years ago
- AlphaJoin: Join Order Selection à la AlphaG☆16Updated 5 years ago
- Skewed Data Generator for TPC-H☆11Updated 5 years ago
- ☆24Updated 3 years ago
- SkinnerDB is an analytical database management system. It uses adaptive processing and reinforcement learning to find near-optimal join o…☆48Updated last year
- Cardinality Estimation Benchmark☆78Updated last year
- A new cardinality estimation scheme for join query estimation☆37Updated 5 months ago
- A new CardEst Benchmark to Bridge AI and DBMS☆122Updated 2 years ago
- A Vagrant box that automatically loads the IMDB dataset into Postgres☆69Updated last year
- Code and workloads from the Learned Cardinalities paper (https://arxiv.org/abs/1809.00677)☆121Updated 6 years ago
- Query-based Workload Forecasting for Self-Driving DBMS☆101Updated 2 years ago
- ☆37Updated last year
- ☆21Updated 2 years ago