FZ-GPU: A Fast and High-Ratio Lossy Compressor for Scientific Computing Applications on GPUs

Author:

Zhang Boyuan1ORCID,Tian Jiannan1ORCID,Di Sheng2ORCID,Yu Xiaodong2ORCID,Feng Yunhe3ORCID,Liang Xin4ORCID,Tao Dingwen1ORCID,Cappello Franck2ORCID

Affiliation:

1. Indiana University, Bloomington, IN, USA

2. Argonne National Laboratory, Lemont, IL, USA

3. University of North Texas, Denton, TX, USA

4. University of Kentucky, Lexington, KY, USA

Funder

Department of Energy

National Science Foundation

Publisher

ACM

Reference63 articles.

1. HACC

2. S. C. V. Vishwanath and K. Harms , Parallel i/o on mira, https://www.alcf.anl.gov/files/Parallel_IO_on_Mira_0.pdf , Online , 2019 . S. C. V. Vishwanath and K. Harms, Parallel i/o on mira, https://www.alcf.anl.gov/files/Parallel_IO_on_Mira_0.pdf, Online, 2019.

3. X. Liang , S. Di , D. Tao , S. Li , S. Li , H. Guo , Z. Chen , and F. Cappello , " Error-controlled lossy compression optimized for high compression ratios of scientific datasets," in 2018 IEEE International Conference on Big Data , IEEE , 2018 , pp. 438 -- 447 . X. Liang, S. Di, D. Tao, S. Li, S. Li, H. Guo, Z. Chen, and F. Cappello, "Error-controlled lossy compression optimized for high compression ratios of scientific datasets," in 2018 IEEE International Conference on Big Data, IEEE, 2018, pp. 438--447.

4. X. Liang , S. Di , D. Tao , Z. Chen , and F. Cappello , " An efficient transformation scheme for lossy data compression with point-wise relative error bound," in IEEE International Conference on Cluster Computing , Belfast, UK : IEEE , 2018 , pp. 179 -- 189 . X. Liang, S. Di, D. Tao, Z. Chen, and F. Cappello, "An efficient transformation scheme for lossy data compression with point-wise relative error bound," in IEEE International Conference on Cluster Computing, Belfast, UK: IEEE, 2018, pp. 179--189.

5. D. Meister , J. Kaiser , A. Brinkmann , T. Cortes , M. Kuhn , and J. Kunkel , " A study on data deduplication in HPC storage systems," in SC '12: Proceedings of the International Conference on High Performance Computing , Networking, Storage and Analysis , Salt Lake City, UT, USA : IEEE , 2012 , p. 7. D. Meister, J. Kaiser, A. Brinkmann, T. Cortes, M. Kuhn, and J. Kunkel, "A study on data deduplication in HPC storage systems," in SC '12: Proceedings of the International Conference on High Performance Computing, Networking, Storage and Analysis, Salt Lake City, UT, USA: IEEE, 2012, p. 7.

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