National Center for Supercomputing Applications Engineering Breakthroughs at NCSA: XSEDE, Blue Waters, Industry Seid Koric Senior Technical Lead-Private Sector Program at NCSA Adjunct Professor, Mechanical Science and Engineering Dept. University of Illinois http://www.ncsa.illinois.edu [email protected]
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Engineering Breakthroughs at NCSA: XSEDE, … Breakthroughs at NCSA: XSEDE, Blue Waters, Industry Seid Koric Senior Technical Lead-Private Sector Program at NCSA Adjunct Professor,
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National Center for Supercomputing Applications
Engineering Breakthroughs at NCSA:XSEDE, Blue Waters, Industry
Seid Koric Senior Technical Lead-Private Sector Program at NCSA
Adjunct Professor, Mechanical Science and Engineering Dept.University of Illinois
Storage 700 TerabytesFile system GPFSInterconnect 40 Gigabit QDR InfiniBand
MPI Platform, Intel, MVAPICH2, OpenMP
Operating System Red Hat Enterprise Linux 6.4
National Center for Supercomputing Applications
Evaluation of Massively Parallel Linear Solvers in Implicit FEA
• Implicit FEA code spends (70-80%) of time solving large systems of linear equations, Ax=b , where A is sparse i.e., most of coefficients are zero
• A wide range of applications: finite element solid mechanics, computational fluid dynamics, reservoir simulation, circuit design, linear programming etc.
National Center for Supercomputing Applications
FE Model and its Global Stiffness Matrix
National Center for Supercomputing Applications
Problem Specification (matrices)
• Originate from either in-house industrial and academic codes, or from a commercial FE code solving real world engineering problems
• Mostly SPD with N=1-20 M, NNZ=120-500M
• Condition Numbers 103-1012
National Center for Supercomputing Applications
Problem Specification (solvers)
•WSMP: direct solver developed by IBM/Watson, based on multifrontal algorithm, hybrid (MPI & p-threads), symmetric and nonsymmetric•Super LU: direct solver developed by LBNL, LU decomposition, MPI, nonsymmetric•MUMPS: direct solver funded by CEC ESPIRT IV, multifrontalalgorithm, MPI, symmetric and nonsymmetric•Hypre: iterative solver, LLNL, Conjugate Gradient with AMG, IC, and SAI (Sparse Approx Inverse) pre-conditioners, MPI, symmetric•PETSc: iterative solver, ANL, Conjugate Gradients (CG), Bi-Conjugate Stabilized (BCGS), Conjugate Residual Gradient (CR) with Bjacobi, ACM (Additive Schwarz) , and AMG (Multi-Grid) pre-conditioners , MPI, symmetric and nonsymmetric•Commercial FEA Codes (NDA)
(1) CFD Analysis of turbulent fluid flow through CAC coupled with advective HT provide thermal BC‐s for FEA.
(2) FEA analysis of the thermo‐mechanical provides transient thermal stresses in solid part during the thermal cycle for Fatigue Analysis.
(3) Fatigue Model uses history of thermal stresses estimates the cycle life at critical points 15M
nodes
NDEMC: Multiphysics Simulation of Charge Air Cooler (CAC)
Special Thanks • Prof. Martin Ostoja-Starzewski (MechSE, UIUC) • Dr. Ahmed Taha (NCSA)• CRAY • 2 PSP Partner Companies (NDA)• NDEMC• LSTC• IBM/Watson (Dr. Anshul Gupta)• Simulia Dassault Systems • Blue Waters Team