Massively Parallel Fluid Simulations on Amazon's HPC Cloud

In this paper, we report on the results of numerical experiments in the field of computational fluid dynamics (CFD) on Amazon's HPC cloud. To this end, we benchmarked our MPI-parallel fluid solver NaSt3DGPF on several HPC compute nodes of the cloud system. Our solver can use CPUs and GPUs to calculate the simulation results. With a pre-requested number of instances we observe for both, CPUs and GPUs, good scalability even for a larger number of parallel processes, provided that the GPUs run in the non-ECC mode. Furthermore, we see a high potential for medium sized parallel compute problems which are typically present in industrial engineering applications.

[1]  Ignace Verpoest,et al.  Permeability of textile reinforcements: Simulation, influence of shear and validation , 2008 .

[2]  S. Osher,et al.  A level set approach for computing solutions to incompressible two-phase flow , 1994 .

[3]  Michael Griebel,et al.  Numerical Simulation in Fluid Dynamics: A Practical Introduction , 1997 .

[4]  Paolo Bientinesi,et al.  Can cloud computing reach the top500? , 2009, UCHPC-MAW '09.

[5]  Martin Engel,et al.  A parallel 3D free surface Navier-Stokes solver for high performance computing at the German Waterways Administration , 2006 .

[6]  M. Griebel,et al.  Numerical simulation of bubble and droplet deformation by a level set approach with surface tension in three dimensions , 2009 .

[7]  Alexandru Iosup,et al.  A Performance Analysis of EC2 Cloud Computing Services for Scientific Computing , 2009, CloudComp.

[8]  A. Chorin A Numerical Method for Solving Incompressible Viscous Flow Problems , 1997 .

[9]  Anders Hast,et al.  Proceedings of the combined workshops on UnConventional high performance computing workshop plus memory access workshop , 2009 .

[10]  Michael Griebel,et al.  Solving incompressible two-phase flows on multi-GPU clusters , 2013 .

[11]  Constantinos Evangelinos,et al.  Cloud Computing for parallel Scientific HPC Applications: Feasibility of Running Coupled Atmosphere- , 2008 .

[12]  Michael Griebel,et al.  A multi-GPU accelerated solver for the three-dimensional two-phase incompressible Navier-Stokes equations , 2010, Computer Science - Research and Development.