Scaling the “Memory Wall” for Multi-Dimensional Seismic Processing with Algebraic Compression on Cerebras CS-2 Systems

Author:

Ltaief Hatem1ORCID,Hong Yuxi2ORCID,Wilson Leighton3ORCID,Jacquelin Mathias3ORCID,Ravasi Matteo4ORCID,Keyes David Elliot4ORCID

Affiliation:

1. King Abdullah University of Science and Technology, Thuwal, Western Province, Saudi Arabia

2. King Abdullah University of Science and Technology, yuxi.hong@kaust.edu.sa, Western Province, Saudi Arabia

3. Cerebras Systems, Inc., Sunnyvale, California, United States of America

4. King Abdullah University of Science and Technology (KAUST), Thuwal, Western Province, Saudi Arabia

Funder

King Abdullah University of Science and Technology

Publisher

ACM

Reference48 articles.

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3. Michael Aftosmis , Marsha Berger , and Scott Murman . 2004 . Applications of spacefilling-curves to Cartesian methods for CFD . In 42nd AIAA Aerospace Sciences Meeting and Exhibit. AIAA, 1232 . Michael Aftosmis, Marsha Berger, and Scott Murman. 2004. Applications of spacefilling-curves to Cartesian methods for CFD. In 42nd AIAA Aerospace Sciences Meeting and Exhibit. AIAA, 1232.

4. Tile Low Rank Cholesky Factorization for Climate/Weather Modeling Applications on Manycore Architectures

5. Solving Acoustic Boundary Integral Equations Using High Performance Tile Low-Rank LU Factorization

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1. Near-Optimal Wafer-Scale Reduce;Proceedings of the 33rd International Symposium on High-Performance Parallel and Distributed Computing;2024-06-03

2. CereSZ: Enabling and Scaling Error-bounded Lossy Compression on Cerebras CS-2;Proceedings of the 33rd International Symposium on High-Performance Parallel and Distributed Computing;2024-06-03

3. High performance computing seismic redatuming by inversion with algebraic compression and multiple precisions;The International Journal of High Performance Computing Applications;2024-01-30

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