NICTA and WinLab have developed a management framework called OMF for specifying and running experiments on testbed networks.  One of the main goals of the project is to improve reproducibility in networking research.<p><a href="http://omf.mytestbed.net" rel="nofollow">http://omf.mytestbed.net</a><p>(It is mainly written in Ruby)