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Parallel computing in conceptual sewer simulations

机译:下水道模拟中的并行计算

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Integrated urban drainage modelling is used to analyze how existing urban drainage systems respond to particular conditions. Based on these integrated models, researchers and engineers are able to e. g. estimate long-term pollution effects, optimize the behaviour of a system by comparing impacts of different measures on the desired target value or get new insights on systems interactions. Although the use of simplified conceptual models reduces the computational time significantly, searching the enormous vector space that is given by comparing different measures or that the input parameters span, leads to the fact, that computational time is still a limiting factor. Owing to the stagnation of single thread performance in computers and the rising number of cores one needs to adapt algorithms to the parallel nature of the new CPUs to fully utilize the available computing power. In this work a new developed software tool named CD3 for parallel computing in integrated urban drainage systems is introduced. From three investigated parallel strategies two showed promising results and one results in a speedup of up to 4.2 on an eight-way hyperthreaded quad core CPU and shows even for all investigated sewer systems significant run-time reductions.
机译:综合城市排水模型用于分析现有的城市排水系统如何响应特定条件。基于这些集成模型,研究人员和工程师能够做到。 G。估计长期污染影响,通过比较不同措施对所需目标值的影响来优化系统行为,或获得有关系统交互作用的新见解。尽管使用简化的概念模型显着减少了计算时间,但搜索通过比较不同度量或输入参数跨度而给定的巨大矢量空间会导致这样一个事实,即计算时间仍然是限制因素。由于计算机中单线程性能的停滞以及内核数量的增加,人们需要使算法适应新CPU的并行特性,以充分利用可用的计算能力。在这项工作中,介绍了一种新开发的软件工具CD3,用于集成城市排水系统中的并行计算。从三种研究的并行策略中,有两个显示出令人鼓舞的结果,一个结果是在八路超线程四核CPU上的速度提高了4.2,甚至表明,对于所有研究的下水道系统,运行时间都显着减少。

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