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—Broad access to the data on which scientific results are based is essential for verification, reproducibility, and extension. Scholarly publication has long been the means to this end. But as data volumes grow, new methods beyond traditional publications are needed for communicating, discovering, and accessing scientific data. We describe data publication(More)
The efficiency and reliability of big data computing applications frequently depend on the ease with which they can manage and move large distributed data. For example, in x-ray science, both raw data and various derived data must be moved between experiment halls and archives, supercomputers, and user workstations for reconstruction, analysis,(More)
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