Ad hoc applications are Hive queries, MapReduce jobs, Spark applications, Impala queries, and so on; these are generated by end user tools (such as BI tools like Tableau, Microstrategy, etc.) or submitted via the command-line.

Repeatedly running workflows or data pipelines are created using cron or schedulers like Oozie, Airflow, or ETL tools like Informatica, Pentaho, and others.

All applications

Running applications

Workflows

Sessions