chunhui-shi / smart-compute
AI for big data materials
☆14Updated 3 months ago
Alternatives and similar repositories for smart-compute:
Users that are interested in smart-compute are comparing it to the libraries listed below
- blah☆35Updated 5 years ago
- Source code for QuickSel (SIGMOD 2020)☆19Updated 4 years ago
- Neural Relation Understanding: neural cardinality estimators for tabular data☆102Updated 3 years ago
- PyTorch implementation of binary tree convolution☆49Updated 5 years ago
- Query Plan Evaluation☆13Updated last year
- A learning-based method for high-fidelity database generation.☆15Updated 2 years ago
- Join Order Benchmark (implicit fork of https://github.com/gregrahn/join-order-benchmark)☆18Updated 2 months ago
- Code and workloads from the Learned Cardinalities paper (https://arxiv.org/abs/1809.00677)☆121Updated 5 years ago
- ☆11Updated 2 years ago
- TPC-H benchmark with skew factor enabled☆17Updated 2 years ago
- Skewed Data Generator for TPC-H☆11Updated 4 years ago
- ☆15Updated 11 months ago
- SkinnerDB is an analytical database management system. It uses adaptive processing and reinforcement learning to find near-optimal join o…☆48Updated last year
- Platform to evaluate index selection algorithms☆85Updated 11 months ago
- ☆69Updated 2 years ago
- A benchmark for serverless analytic databases.☆20Updated 6 months ago
- Star Schema Benchmark for PostgreSQL script.☆8Updated 5 years ago
- A new cardinality estimation scheme for join query estimation☆34Updated 3 months ago
- State-of-the-art neural cardinality estimators for join queries☆76Updated 4 years ago
- A prototype implementation of Bao for PostgreSQL☆195Updated 6 months ago
- ☆21Updated 2 years ago
- ☆24Updated 3 years ago
- ☆37Updated last year
- Paper list about adopting machine learning techniques into data management tasks.☆37Updated 4 years ago
- Cardinality Estimation Benchmark☆78Updated last year
- The DSB benchmark is designed for evaluating both workloaddriven and traditional database systems on modern decision support workloads. D…☆52Updated 4 months ago
- ☆13Updated last year
- Code used for the Arvix report: The Case for Automatic Database Administration using Deep Reinforcement Learning☆22Updated 4 years ago
- ☆17Updated 3 years ago
- An online logical query rewrite demo (schema+sql only)!☆36Updated last year