Standing together for reproducibility in large-scale computing: Report on reproducibility@ XSEDE

D James, N Wilkins-Diehr, V Stodden, D Colbry…�- arXiv preprint arXiv�…, 2014 - arxiv.org
… Recognizing that XSEDE is in an interesting and perhaps unique position to pilot ideas for
the broader community of large-scale computing stakeholders, we organized our concluding …

Computational reproducibility of scientific workflows at extreme scales

L Pouchard, S Baldwin, T Elsethagen…�- …�Computing�…, 2019 - journals.sagepub.com
… A 1994 NIST report defines the repeatability of the results of measurements in terms of “the …
Performance reproducibility faces additional challenges. Large-scale computational

[HTML][HTML] Computing environments for reproducibility: Capturing the “Whole Tale”

A Brinckman, K Chard, N Gaffney, M Hategan…�- Future Generation�…, 2019 - Elsevier
… We report here on the design, architecture, and implementation of the Whole … These
simulations are conducted on large-scale computing resources; typically, the analysis utilizes …

Reproducibility of execution environments in computational science using semantics and clouds

I Santana-Perez, RF da Silva, M Rynge…�- Future Generation�…, 2017 - Elsevier
reproducibility in scientific workflow-based computational … In computational science, or
in-silico science, reproducibility … managing the execution of large-scale computations. Many …

Building a vision for reproducibility in the cyberinfrastructure ecosystem: Leveraging community efforts

D Chapp, V Stodden, M Taufer�- Supercomputing Frontiers and�…, 2020 - superfri.susu.ru
… with “computational reproducibility”, and the terms are used interchangeably in this report. …
these prototypes to run on large-scale HPC resources [14]. We argue that it is imperative that …

Reproducibility and Variability of I/O Performance on BG/Q: Lessons Learned from a Data Aggregation Algorithm

F Tessier, V Vishwanath - 2017 - osti.gov
… This report was prepared as an account of work sponsored by an agency of the United … I/O
on large-scale supercomputers and share our experience in facing reproducibility challenges …

Reproducibility in research: systems, infrastructure, culture

T Crick, BA Hall, S Ishtiaq�- arXiv preprint arXiv:1503.02388, 2015 - arxiv.org
… This new e-infrastructure for reproducible computational science offers the potential to …
to improve the quality and efficiency -- and thus reproducibility -- of scientific exploration. …

A survey on reproducibility in parallel computing

S Hunold�- arXiv preprint arXiv:1511.04217, 2015 - arxiv.org
reports on a … reproducibility problem is perceived in our community. In the USA, several
initiatives or workshops exist that address the reproducibility problem for large-scale computing. …

[HTML][HTML] Keeping Science on Keel When Software Moves An approach to reproducibility problems related to porting software across machines and compilers.

DH Ahn, AH Baker, M Bentley, I Briggs… - cacm.acm.org
… In these situations, we often have enough information (from a large-scale debugging tool
or software output) to roughly determine the source of the error. However, when trying to …

Revisiting the data lifecycle with big data curation

L Pouchard�- International Journal of Digital Curation, 2015 - ijdc.net
… with high performance computing centers, and reproducibility in computational science. We
… DLCLs are five community-specific initiatives of the Large Scale Data Management and …