As a final stage in the data lake setup, the following was done to ensure data was mined and reported as per the requirement:
- Developed the DevOps process
- Monitored/alerts/scheduling for failures/success
- ETL Framework based on AWS Glue to discover data and store the associated metadata in the AWS Glue Data Catalog
- Catalogued data was searchable using Elastic Search and available for various business applications through various SQL queries.