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Building Recommendation Engines by Suresh Kumar Gorakala

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The architecture for a scalable system

Taking the recommendation engine system to production is the same as any other system. The previous figure shows a very simple recommendation engine deployed on a production system:

  • The production system is Centos 6 with Java 8 and the Apache Tomcat server installed on the system. CDH 5 and the Mahout 0.12 version is also installed on it so that the recommender jobs we have built so far can be deployed:
    The architecture for a scalable system
  • The Java code we have written so far can be made as jar files and deployed on the production system. Schedule all the jobs at a regular interval as per our requirements.
  • At a defined scheduled time, the recommender ...

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