Data-aware compression for HPC using machine learning

Author:

Plehn Julius1,Fuchs Anna1,Kuhn Michael2,Lüttgau Jakob3,Ludwig Thomas4

Affiliation:

1. Universität Hamburg, Hamburg, Germany

2. Otto von Guericke University, Magdeburg, Germany

3. University of Tennessee Knoxville

4. Deutsches Klimarechenzentrum, Hamburg, Germany

Publisher

ACM

Reference17 articles.

1. Cyan4973. 2020. LZ4 - Extremely fast compression. https://github.com/lz4/lz4 Cyan4973. 2020. LZ4 - Extremely fast compression. https://github.com/lz4/lz4

2. Anna Fuchs. 2019. Enhanced Adaptive Compression in Lustre. https://wiki.lustre.org/Enhanced_Adaptive_Compression_in_Lustre Anna Fuchs. 2019. Enhanced Adaptive Compression in Lustre. https://wiki.lustre.org/Enhanced_Adaptive_Compression_in_Lustre

3. Jean-loup Gailly Greg Roelofs and Mark Adler . 2022. OpenSFS Survey March 2021 Results . https://wiki.opensfs.org/images/2/20/OpenSFS_Survey_Results_March_2021.pdf Jean-loup Gailly Greg Roelofs and Mark Adler. 2022. OpenSFS Survey March 2021 Results. https://wiki.opensfs.org/images/2/20/OpenSFS_Survey_Results_March_2021.pdf

4. Jean-loup Gailly Greg Roelofs and Mark Adler. 2022. zlib Technical Details. https://zlib.net/zlib_tech.html Jean-loup Gailly Greg Roelofs and Mark Adler. 2022. zlib Technical Details. https://zlib.net/zlib_tech.html

5. The HDF Group. 2018. Release of HDF5-1.10.2 - Newsletter #160. https://www.hdfgroup.org/2018/03/release-of-hdf5-1-10-2-newsletter-160/ The HDF Group. 2018. Release of HDF5-1.10.2 - Newsletter #160. https://www.hdfgroup.org/2018/03/release-of-hdf5-1-10-2-newsletter-160/

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