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Analysis of Lossless Compressors Applied to Integer and Floating-Point Astronomical Data
- Citation Author(s):
- Submitted by:
- Oscar Maireles-...
- Last updated:
- 4 March 2022 - 12:13pm
- Document Type:
- Presentation Slides
- Document Year:
- 2022
- Event:
- Presenters:
- Oscar Maireles-Gonzalez
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Comments
Experimental Setup
Since image compression formats like JPEG2000 are included in your evaluation, am I right in the assumption that in your experiments, you compressed each file individually, and finally summed the sizes of the compressed files?
I wonder whether there is a large difference between compressing files individually and compressing all files together (like tar'ed together).
In the latter case, I expect that LZMA or some window-less approach should do quite a good job.
Also, did you create a zstandard compression dictionary tailored for your use case to optimize the compression of zstandard?
Also I wonder which formats support to what extent the decoding/visualizing of regions of the image without decompressing the whole image.