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This is the final report on reproducibility@xsede, a one-day workshop held inconjunction with XSEDE14, the annual conference of the Extreme Science andEngineering Discovery Environment (XSEDE). The workshop's discussion-orientedagenda focused on reproducibility in large-scale computational research. Twoimportant themes capture the spirit of the workshop submissions anddiscussions: (1) organizational stakeholders, especially supercomputer centers,are in a unique position to promote, enable, and support reproducible research;and (2) individual researchers should conduct each experiment as though someonewill replicate that experiment. Participants documented numerous issues,questions, technologies, practices, and potentially promising initiativesemerging from the discussion, but also highlighted four areas of particularinterest to XSEDE: (1) documentation and training that promotes reproducibleresearch; (2) system-level tools that provide build- and run-time informationat the level of the individual job; (3) the need to model best practices inresearch collaborations involving XSEDE staff; and (4) continued work ongateways and related technologies. In addition, an intriguing question emergedfrom the day's interactions: would there be value in establishing an annualaward for excellence in reproducible research?

Standing Together for Reproducibility in Large-Scale Computing: Report on reproducibility@XSEDE