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.

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

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