Extending Lambda Architecture for Continuous Decisioning: a LigaData white paper

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

Extending Lambda Architecture for Continuous Decisioning: a LigaData white paper 1     Extending Lambda Architecture for Continuous Decisioning: a LigaData white paper 2

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

Download Form

LigaData’s products enable business users to access their big data environment and conduct analysis and targeting hundreds of times a day without the dependency on technical teams.

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

To find out more about how LigaData can bring your data to life

WP Feedback

Dive straight into the feedback!
Login below and you can start commenting using your own user instantly

Keep in touch

Sign up for occasional updates from LigaData (you can unsubscribe at any time).

You have Successfully Subscribed!