Big data architecture: processing the data

In Big Data architectures, the data transformations are often ensure by ETL soft such as:
- Talend
- Pentaho
- Informatica
- IBM Datastage

However, they are not self_sufficient and require additional tool such as SQOOP for instance in order to export/import data from RDBMS and ingest data into HDFS