Abstract
Computational reproducibility efforts in many communities will
soon give rise to validated software and data repositories of high
quality. A scientist in a field may want to query the components
of such repositories to build new software workflows, perhaps after
adding the scientist’s own algorithms. This paper explores research
challenges necessary to achieving this goal.
soon give rise to validated software and data repositories of high
quality. A scientist in a field may want to query the components
of such repositories to build new software workflows, perhaps after
adding the scientist’s own algorithms. This paper explores research
challenges necessary to achieving this goal.
| Original language | English |
|---|---|
| Journal | Proceedings of the VLDB Endowment |
| Volume | 4 |
| Issue number | 12 |
| Pages (from-to) | 1494-1497 |
| ISSN | 2150-8097 |
| Publication status | Published - 2011 |
Keywords
- Computational reproducibility
- Validated software repositories
- Scientific workflows
- Research challenges
- Algorithm integration