White Papers

Lambda architecture white paper

Extending lambda architecture for continuous decisioning

We demonstrate how – with the addition of a single processing layer – lambda architecture can be generalized and extended for continuous decisioning, providing the same benefits of batch- and stream-processing that standard lambda architecture provides to real-time analytics, as well as providing a continuous feedback mechanism relevant for all applications.

Credit card fraud detection with Kamanja

We discuss the problem of fraud on a broad scale, and then focus on credit card fraud detection, including supervised and unsupervised learning. Then we review current credit card fraud detection solutions, and explore the part LigaData’s Kamanja decisioning engine can play in a detection system.

Credit card fraud detection with Kamanja

Combat cyber attackers by handling threat intelligence quickly and effectively with LigaData’s detection and response products.

All our products can interface with the latest open source or existing legacy systems.

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