OpenMLDB: Enable Machine Learning Landing at Scale

OpenMLDB is open-source database designed and optimized to enable data correctness & efficiency for machine learning driven applications.

Consistency

Ensure the consistency for online and offline. Data scientists can use OpenMLDB for feature extration which will avoid crossing data.

AI Optimization

For storage we design the efficient data structure to storage features which gets better the utilization of space and performance than the similar products.

SQL Support

Compatible with most ANSI SQL and extends syntax for AI scenarios

More THAN FEATURE STORE

Compared with feature store, we have more computing power.

Blogs

MLOps Practice: Using OpenMLDB in the Real-Time Anti-Fraud Model for the Bank’s Online Transaction

On-line anti-fraud MLOp practice in China

 
Predictive maintenance — 5 minutes demo of an end to end machine learning project

A step-by-step and end-to-end guide to building machine learning project

 
Compared to Native Spark 3.0, We Have Achieved Significant Optimization Effects in the AI Application Field

Introducing OpenMLDB and its advantages over native Spark

 

[VLDB 2021] Database (OpenMLDB) for AI-Driven Decision System and PMem-based Optimization

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