Error-controlled Progressive Retrieval of Scientific Data under Derivable Quantities of Interest

The unprecedented amount of scientific data has introduced heavy pressure on the current data storage and transmission systems. Progressive compression has been proposed to mitigate this problem, which offers data access with on-demand precision. However, existing approaches only consider precision...

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Veröffentlicht in:	SC24: International Conference for High Performance Computing, Networking, Storage and Analysis S. 1 - 16
Hauptverfasser:	Wu, Xuan, Gong, Qian, Chen, Jieyang, Liu, Qing, Podhorszki, Norbert, Liang, Xin, Klasky, Scott
Format:	Tagungsbericht
Sprache:	Englisch
Veröffentlicht:	IEEE 17.11.2024
Schlagworte:	Computational fluid dynamics data compression Data retrieval Data transfer error control Error correction High performance computing Memory Performance gain progressive retrieval scientific data Uncertainty
Online-Zugang:	Volltext
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