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| Paper: |
Streaming Analysis in Astronomy: Multiframe Blind Image Deconvolution |
| Volume: |
512, Astronomical Data Analysis Software and Systems XXV |
| Page: |
199 |
| Authors: |
Lee, M. A.; Budavári, T. |
| Abstract: |
In the era of data-intensive astronomy, it is increasingly difficult to keep
up with the analysis of the observations. Traditional in-memory batch processing is no
longer an option and we must develop new methods for on-the-fly studies. Not only
does this allow us to deal with this wealth of information but also to interactively analyze
the streams as they are collected and recorded. Recently streaming algorithms have
been successfully utilized in astronomy and enable us to move to bigger volumes and
smaller machines. Here we highlight our current efforts to optimally combine images
in a streaming fashion. |
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