DocumentCode
3706479
Title
LBM-IB: A Parallel Library to Solve 3D Fluid-Structure Interaction Problems on Manycore Systems
Author
Prateek Nagar;Fengguang Song;Luoding Zhu;Lan Lin
Author_Institution
Dept. of Comput. Sci., Indiana Univ.-Purdue Univ., Indianapolis, IN, USA
fYear
2015
Firstpage
51
Lastpage
60
Abstract
Deformable structures are abundant in various domains such as biology, medicine, life sciences, and ocean engineering. Our previous work created a numerical method, named LBM-IB method [1], to solve the fluid-structure interaction (FSI) problems. Our LBM-IB method is particularly suitable for simulating flexible (or elastic) structures immersed in a moving viscous fluid. Fluid-structure interaction problems are well known for their heavy demands on computing resources. Today, it is still challenging to resolve many real-world FSI problems. In order to solve large-scale fluid-structure interactions more efficiently, in this paper, we design a parallel LBM-IB library on shared memory many core architectures. We start from a sequential version, which is extended to two different parallel versions. The paper first introduces the mathematical background of the LBM-IB method, then uses the sequential version as a ground to present our implemented computational kernels and the algorithm. Next, it describes the two parallel programs: an Open MP implementation and a cube-based parallel implementation using Pthreads. The cube-based implementation builds upon our new cube-centric algorithm where all the data are stored in cubes and computations are performed on individual cubes in a data-centric manner. By exploiting better data locality and fine-grain block parallelism, the cube-based parallel implementation is able to outperform the Open MP implementation by up to 53% on 64-core computer systems.
Keywords
"Force","Three-dimensional displays","Libraries","Kernel","Mathematical model","Computational fluid dynamics","Computational modeling"
Publisher
ieee
Conference_Titel
Parallel Processing (ICPP), 2015 44th International Conference on
ISSN
0190-3918
Type
conf
DOI
10.1109/ICPP.2015.14
Filename
7349560
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