Standing together for reproducibility in large-scale computing: Report on reproducibility@ XSEDE
… 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 …
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 …
Performance reproducibility faces additional challenges. Large-scale computational …
[HTML][HTML] Computing environments for reproducibility: Capturing the “Whole Tale”
… 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 …
simulations are conducted on large-scale computing resources; typically, the analysis utilizes …
Reproducibility of execution environments in computational science using semantics and clouds
… reproducibility in scientific workflow-based computational … In computational science, or
in-silico science, reproducibility … managing the execution of large-scale computations. Many …
in-silico science, reproducibility … managing the execution of large-scale computations. Many …
Building a vision for reproducibility in the cyberinfrastructure ecosystem: Leveraging community efforts
… 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 …
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 …
on large-scale supercomputers and share our experience in facing reproducibility challenges …
Reproducibility in research: systems, infrastructure, culture
… This new e-infrastructure for reproducible computational science offers the potential to …
to improve the quality and efficiency -- and thus reproducibility -- of scientific exploration. …
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. …
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.
… 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 …
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 …
… DLCLs are five community-specific initiatives of the Large Scale Data Management and …