Analysing and modelling the performance of the HemeLB lattice-Boltzmann simulation environment

作者：Groen Derek^*; Hetherington James; Carver Hywel B; Nash Rupert W; Bernabeu Miguel O; Coveney Peter V

来源：Journal of Computational Science, 2013, 4(5): 412-422.

DOI：10.1016/j.jocs.2013.03.002

• Lattice-Boltzmann
• Parallel computing
• High-performance computing
• Performance modelling

We investigate the performance of the HemeLB lattice-Boltzmann simulator for cerebrovascular blood flow, aimed at providing timely and clinically relevant assistance to neurosurgeons. HemeLB is optimised for sparse geometries, supports interactive use, and scales well to 32,768 cores for problems with similar to 81 million lattice sites. We obtain a maximum performance of 29.5 billion site updates per second, with only an 11% slowdown for highly sparse problems (5% fluid fraction). We present steering and visualisation performance measurements and provide a model which allows users to predict the performance, thereby determining how to run simulations with maximum accuracy within time constraints.

• 出版日期2013-9