کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
271352 504992 2012 4 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
A metadata catalog for organization and systemization of fusion simulation data
موضوعات مرتبط
مهندسی و علوم پایه مهندسی انرژی مهندسی انرژی و فناوری های برق
پیش نمایش صفحه اول مقاله
A metadata catalog for organization and systemization of fusion simulation data
چکیده انگلیسی

Careful management of data and associated metadata is a critical part of any scientific enterprise. Unfortunately, most current fusion simulation efforts lack systematic, project-wide organization of their data. This paper describes an approach to managing simulation data through creation of a comprehensive metadata catalog, currently under development. The catalog is intended to document all past and current simulation activities (including data provenance); to enable global data location and to facilitate data access, analysis and visualization through uniform provision of metadata. The catalog will capture workflow, holding entries for each simulation activity including, at least, data importing and staging, data pre-processing and input preparation, code execution, data storage, post-processing and exporting. The overall aim is that between the catalog and the main data archive, the system would hold a complete and accessible description of the data, all of its attributes and the processes used to generate the data. The catalog will describe data collections, including those representing simulation workflows as well as any other useful groupings. Finally it would be populated with user supplied comments to explain the motivation and results of any activity documented by the catalog.


► We find that modeling and simulation data need better systemization.
► Workflow, data provenance and relations among data items need to be captured.
► We have begun a design for a simulation metadata catalog that meets these needs.
► The catalog design also supports creation of science notebooks for simulation.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Fusion Engineering and Design - Volume 87, Issue 12, December 2012, Pages 2205–2208
نویسندگان
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