memory profile of workflow raw data processing, splitting jobs

[stemangiola]

The job submission of the workflow is very inefficient because we are asking for much more memory than needed. It would be nice to profile memory consumption of the jobs launched so to learn how memory to ask for each job based on for example input file size.