Store stat files of Sampler (and Optimizer?) in a single file
The stat files should be stored into a single file such that all data from all runs can be evaluated in post processing. The data should be supplemented with the values of the design variables. File formats that come into considerations are HDF5, SDDS, a NoSQL database, zip/tar gunzip etc.