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Semantically-Aware Data Discovery And Placement In Collaborative Computing Environments, Xinqi Wang
Semantically-Aware Data Discovery And Placement In Collaborative Computing Environments, Xinqi Wang
LSU Doctoral Dissertations
As the size of scientific datasets and the demand for interdisciplinary collaboration grow in modern science, it becomes imperative that better ways of discovering and placing datasets generated across multiple disciplines be developed to facilitate interdisciplinary scientific research.
For discovering relevant data out of large-scale interdisciplinary datasets. The development and integration of cross-domain metadata is critical as metadata serves as the key guideline for organizing data. To develop and integrate cross-domain metadata management systems in interdisciplinary collaborative computing environment, three key issues need to be addressed: the development of a cross-domain metadata schema; the implementation of a metadata management system …