Exorcising the Ghost in the Machine: Synthetic Spectral Data Cubes for Assessing Big Data Algorithms

Mauricio Araya
Mauricio Araya
Teodoro Hochfaerber
Teodoro Hochfaerber

Astronomical Society of the Pacific Conference Series, pp. 57-60, 2015.

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Abstract:

The size and quantity of the data that is being generated by large astronomical projects like ALMA, requires a paradigm change in astronomical data analysis. Complex data, such as highly sensitive spectroscopic data in the form of large data cubes, are not only difficult to manage, transfer and visualize, but they make traditional data an...More

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