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 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 ...