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SCHEDULE: NOV 15-20, 2015
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Massively Parallel Models of the Human Circulatory System
SESSION: ACM Gordon Bell Finalist I
EVENT TYPE: Awards Presentations, ACM Gordon Bell Finalists
EVENT TAG(S): Performance, HPC Beginner Friendly, Applications
TIME: 10:30AM - 11:00AM
SESSION CHAIR(S): Taisuke Boku
AUTHOR(S):Amanda Randles, Erik W. Draeger, Tomas Oppelstrup, Liam Krauss, John Gunnels
ROOM:17AB
ABSTRACT:
The potential impact of blood flow simulations on the diagnosis and treatment of patients suffering from vascular disease is tremendous. Empowering models of the full arterial tree can provide insight into diseases such as arterial hypertension and enables the study of the influence of local factors on global hemodynamics. We present a new, highly scalable implementation of the Lattice Boltzmann method which addresses key challenges such as multiscale coupling, limited memory capacity and bandwidth, and robust load balancing in complex geometries. We demonstrate the strong scaling of a three-dimensional, high-resolution simulation of hemodynamics in the systemic arterial tree on 1,572,864 cores of Blue Gene/Q. Faster calculation of flow in full arterial networks enables unprecedented risk stratification on a per-patient basis. In pursuit of this goal, we have introduced computational advances that significantly reduce time-to-solution for biofluidic simulations.
Chair/Author Details:
Taisuke Boku (Chair) - University of Tsukuba|
Amanda Randles - Duke University
Erik W. Draeger - Lawrence Livermore National Laboratory
Tomas Oppelstrup - Lawrence Livermore National Laboratory
Liam Krauss - Lawrence Livermore National Laboratory
John Gunnels - IBM Corporation
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