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Lambda architecture white paper
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

    

Co-Authors: Nick Weir and Rich Johnson, LigaData

Table of Contents

  • Introduction
  • Sample Use Case: Real-Time Automated Bank Communications
  • Lambda Architecture for Continuous Decisioning
  • Implementing the Decisioning Layer with Kamanja
  • The Kamanja Community
  • References

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