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Proceedings of the 2006 ACM/IEEE conference on Supercomputing
From Mesh Generation to Scientific Visualization: An End-to-End Approach to Parallel Supercomputing
Tampa, Florida
November 11-November 17
ISBN: 0-7695-2700-0
Tiankai Tu, Carnegie Mellon University
Hongfeng Yu, University of California, Davis
Leonardo Ramirez-Guzman, Carnegie Mellon University
Jacobo Bielak, Carnegie Mellon University
Omar Ghattas, University of Texas at Austin
Kwan-Liu Ma, University of California, Davis
David R. O'Hallaron, Carnegie Mellon University
Parallel supercomputing has traditionally focused on the inner kernel of scientific simulations: the solver. The front and back ends of the simulation pipeline problem description and interpretation of the output have taken a back seat to the solver when it comes to attention paid to scalability and performance, and are often relegated to offline, sequential computation. As the largest simulations move beyond the realm of the terascale and into the petascale, this decomposition in tasks and platforms becomes increasingly untenable. We propose an end-to-end approach in which all simulation components-meshing, partitioning, solver, and visualization-are tightly coupled and execute in parallel with shared data structures and no intermediate I/O. We present our implementation of this new approach in the context of octree-based finite element simulation of earthquake ground motion. Performance evaluation on up to 2048 processors demonstrates the ability of the end-toend approach to overcome the scalability bottlenecks of the traditional approach.
Citation:
Tiankai Tu, Hongfeng Yu, Leonardo Ramirez-Guzman, Jacobo Bielak, Omar Ghattas, Kwan-Liu Ma, David R. O'Hallaron, "From Mesh Generation to Scientific Visualization: An End-to-End Approach to Parallel Supercomputing," sc, pp.12, Proceedings of the 2006 ACM/IEEE conference on Supercomputing, 2006
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