Provenance in comparative analysis: A study in cosmology

Erik W. Anderson, Cláudio T. Silva, James P. Ahrens, Katrin Heitmann, Salman Habib

Research output: Contribution to journalReview article

Abstract

Cosmic Code Comparison Project or the provenance management system, undertaken at the Los Alamos National Laboratory, aims to address the challenges of managing large-scale simulation and data-intensive projects. The project also aims to establish the robustness of cosmological simulation results for a chosen set of applications relevant to precision near-term observations. Provenance provides an ideal mechanism to reproduce results and also lets scientists to share the experiments and analysis techniques with other domain experts. Visualization of a cosmological data set, such as simulation code's result, convey the data's structure, depending on the input parameters. Useful processing techniques for cosmologists, such as determination of the gravitationally bound objects known as halos, are represented as a series of computational modules.

Original languageEnglish (US)
Article number4488062
Pages (from-to)30-36
Number of pages7
JournalComputing in Science and Engineering
Volume10
Issue number3
DOIs
StatePublished - May 1 2008

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Keywords

  • Comparative analysis
  • Cosmology
  • Databases
  • Provenance
  • Scientific workflow management
  • Visualization

ASJC Scopus subject areas

  • Computer Science(all)
  • Engineering(all)

Cite this

Anderson, E. W., Silva, C. T., Ahrens, J. P., Heitmann, K., & Habib, S. (2008). Provenance in comparative analysis: A study in cosmology. Computing in Science and Engineering, 10(3), 30-36. [4488062]. https://doi.org/10.1109/MCSE.2008.80