Big Analytics
Paradigm4 runs complex mathematical functions directly in the database. Native math functions in the query language operate on data that is distributed across a network of commodity computers – from one or two to thousands, on a private grid or in the cloud. Analytical operations run in parallel on all the nodes, so your computation scales as data volumes grow.
| Feature | Benefit |
|---|---|
Math and Statistics Library |
Massively scalable implementations of correlation, covariance, clustering, regressions, SVD, PCA, ANOVA, large scale statistical modeling, data mining, and more. |
In-Database Math Operations |
Advanced analytical operations work natively inside the database. No need to reformat your data and export it to a standalone analytics package. |
User-Defined Functions |
Integrate your proprietary algorithms as user-defined functions, callable from any query. |
Black Swan Analytics |
Outliers can lead to unexpected insights. Use your entire data set without being limited by system memory or software constraints. |



