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Lambda architecture has gained popularity recently as an organizing framework for synthesizing data processing and analysis. However, it has limitations.
In this white paper 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.
Co-Authors: Nick Weir and Rich Johnson, Ligadata
Table of Contents
- Sample Use Case: Real-Time Automated Bank Communications
- Lambda Architecture for Continuous Decisioning
- Implementing the Decisioning Layer with Kamanja
- The Kamanja Community