High Performance

Exceedingly Fast Array Operations

Paradigm4 executes array data operations 10–100x faster than a relational database. Conventional databases store data in tables, which is inefficient for large-scale mathematical operations. Paradigm4′s native array data model delivers dramatic efficiencies in data storage, data access, and computation.

MPP Performance on Commodity Hardware

Paradigm4′s massively parallel processing engine automatically scales up and speeds up query execution, including complex math operations, as the number of commodity hardware nodes is increased. No need for proprietary appliances or expensive high performance computers to boost your system’s performance as data volumes grow.

Feature Benefit
Multi-Dimensional Data Model
 Data is stored natively as multi-dimensional arrays, well-matched for data with spatial or temporal ordering. High performance math functions run directly on this format.
Optimized for Both Dense and Sparse Data
 Paradigm4′s unique storage management handles both sparse and dense data resulting in high-performance math, fast access, and compact storage.
Filtering, Drilldown, and Clustering
 Paradigm4′s unique storage engine supports fast multi-dimensional filtering, clustering, segmentation, and neighborhood operations.
 

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