A survey of simulation provenance systems: modeling, capturing, querying, visualization, and advanced utilizationopen access
- Authors
- Suh, Young-Kyoon; Lee, Ki Yong
- Issue Date
- Sep-2018
- Publisher
- SPRINGEROPEN
- Keywords
- Provenance; Simulation; Systems; Platforms; Classification; Taxonomy
- Citation
- HUMAN-CENTRIC COMPUTING AND INFORMATION SCIENCES, v.8, pp 1 - 29
- Pages
- 29
- Journal Title
- HUMAN-CENTRIC COMPUTING AND INFORMATION SCIENCES
- Volume
- 8
- Start Page
- 1
- End Page
- 29
- URI
- https://scholarworks.sookmyung.ac.kr/handle/2020.sw.sookmyung/4309
- DOI
- 10.1186/s13673-018-0150-9
- ISSN
- 2192-1962
- 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.
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