Boosting Earth System Model Outputs And Saving PetaBytes in Their Storage Using Exascale Climate Emulators

We present the design and scalable implementation of an exascale climate emulator for addressing the escalating computational and storage requirements of high-resolution Earth System Model simulations. We utilize the spherical harmonic transform to stochastically model spatio-temporal variations in...

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Veröffentlicht in:	SC24: International Conference for High Performance Computing, Networking, Storage and Analysis S. 1 - 12
Hauptverfasser:	Abdulah, Sameh, Baker, Allison H., Bosilca, George, Cao, Qinglei, Castruccio, Stefano, Genton, Marc G., Keyes, David E., Khalid, Zubair, Ltaief, Hatem, Song, Yan, Stenchikov, Georgiy L., Sun, Ying
Format:	Tagungsbericht
Sprache:	Englisch
Veröffentlicht:	IEEE 17.11.2024
Schlagworte:	Analytical models Computational modeling Data models Dynamic runtime systems Earth Emulation Harmonic analysis High-performance computing Meteorology Mixed-precision computation Runtime Spatial resolution Spatio-temporal climate emulation Spherical harmonic transform Task-based programming models Transforms
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