Abstract
Research and education through computer simulation has been actively conducted in various scientific and engineering fields including computational science engineering. Accordingly, there have been a lot of attentions paid to actively utilize provenance information regarding such computer simulations, particularly conducted on high-performance computing and storage resources. In this manuscript we provide a comprehensive survey of a wide range of existing systems to utilize provenance data produced by simulation. Specifically, we (1) categorize extant provenance research articles into several major themes along with well-motivated criteria, (2) grasp and compare primary functions/features of the existing systems in each category, and (3) then ultimately propose new research directions that have never been pioneered before. In particular, we present a taxonomy of scientific platforms regarding provenance support and holistically tabulate the major functionalities and supporting levels of the studied systems. Finally, we conclude this article with a summary of our contributions.
| Original language | English |
|---|---|
| Article number | 27 |
| Journal | Human-centric Computing and Information Sciences |
| Volume | 8 |
| Issue number | 1 |
| DOIs | |
| State | Published - 1 Dec 2018 |
Keywords
- Classification
- Platforms
- Provenance
- Simulation
- Systems
- Taxonomy
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