A heterogeneous system based on GPU and multi-core CPU for real-time fluid and rigid body simulation

被引:4
作者
da Silva Junior, Jose Ricardo [1 ]
Gonzalez Clua, Esteban W. [1 ]
Montenegro, Anselmo [1 ]
Lage, Marcos [1 ]
Dreux, Marcelo de Andrade [2 ]
Joselli, Mark [1 ]
Pagliosa, Paulo A. [3 ]
Kuryla, Christine Lucille [4 ]
机构
[1] Univ Fed Fluminense, Computat Inst, BR-24210240 Niteroi, RJ, Brazil
[2] Pontifical Catholic Univ Rio de Janeiro, BR-22453900 Rio De Janeiro, Brazil
[3] Univ Fed Mato Grosso do Sul, FACOM, Campo Grande, Brazil
[4] Florida Int Univ, Miami, FL 33199 USA
关键词
GPU computing; GPU-CPU load balancing; real-time simulation; smoothed particle hydrodynamics; computational fluid dynamics; SMOOTHED PARTICLE HYDRODYNAMICS; ANIMATION;
D O I
10.1080/10618562.2012.683789
中图分类号
O3 [力学];
学科分类号
08 ; 0801 ;
摘要
Computational fluid dynamics in simulation has become an important field not only for physics and engineering areas but also for simulation, computer graphics, virtual reality and even video game development. Many efficient models have been developed over the years, but when many contact interactions must be processed, most models present difficulties or cannot achieve real-time results when executed. The advent of parallel computing has enabled the development of many strategies for accelerating the simulations. Our work proposes a new system which uses some successful algorithms already proposed, as well as a data structure organisation based on a heterogeneous architecture using CPUs and GPUs, in order to process the simulation of the interaction of fluids and rigid bodies. This successfully results in a two-way interaction between them and their surrounding objects. As far as we know, this is the first work that presents a computational collaborative environment which makes use of two different paradigms of hardware architecture for this specific kind of problem. Since our method achieves real-time results, it is suitable for virtual reality, simulation and video game fluid simulation problems.
引用
收藏
页码:193 / 204
页数:12
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