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Towards Green Scientific Data Compression Through High-Level I/O Interfaces

Yevhen Alforov, Thomas Ludwig, Anastasiia Novikova, Michael Kuhn, Julian Kunkel
2018 2018 30th International Symposium on Computer Architecture and High Performance Computing (SBAC-PAD)  
Every HPC system today has to cope with a deluge of data generated by scientific applications, simulations or largescale experiments.  ...  To that end, we propose a novel methodology for achieving on-thefly intelligent determination of energy efficient data reduction for a given data set by leveraging state-of-the-art compression algorithms  ...  For the energy consumption measurements, the ArduPower [15] wattmeter was used.  ... 
doi:10.1109/cahpc.2018.8645921 dblp:conf/sbac-pad/AlforovLNKK18 fatcat:4m3yqia2fbh2bidnrofopchuta