Exascale computing is one of the major challenges of this decade,and several studies have shown that communications are becoming one of the bottlenecks for scaling parallel applications.The analysis on the characteris...Exascale computing is one of the major challenges of this decade,and several studies have shown that communications are becoming one of the bottlenecks for scaling parallel applications.The analysis on the characteristics of communications can effectively aid to improve the performance of scientific applications.In this paper,we focus on the statistical regularity in time-dimension communication characteristics for representative scientific applications on supercomputer systems,and then prove that the distribution of communication-event intervals has a power-law decay,which is common in scientific interests and human activities.We verify the distribution of communication-event intervals has really a power-law decay on the Tianhe-2 supercomputer,and also on the other six parallel systems with three different network topologies and two routing policies.In order to do a quantitative study on the power-law distribution,we exploit two groups of statistics:bursty vs.memory and periodicity vs.dispersion.Our results indicate that the communication events show a“strong-bursty and weak-memory”characteristic and the communication event intervals show the periodicity and the dispersion.Finally,our research provides an insight into the relationship between communication optimizations and time-dimension communication characteristics.展开更多
为了减少荔枝汁在加热后产生的“蒸煮”异味,筛选了邻苯三酚、没食子酸、迷迭香酸、儿茶素、抗坏血酸及葡萄糖氧化酶六种抑制剂,从色泽、pH、香气轮廓、电子鼻、挥发性成分、降硫率以及总酚、总黄酮、抗氧化特性等角度去评价六种抑制剂...为了减少荔枝汁在加热后产生的“蒸煮”异味,筛选了邻苯三酚、没食子酸、迷迭香酸、儿茶素、抗坏血酸及葡萄糖氧化酶六种抑制剂,从色泽、pH、香气轮廓、电子鼻、挥发性成分、降硫率以及总酚、总黄酮、抗氧化特性等角度去评价六种抑制剂对荔枝汁风味及营养品质的影响。结果显示抗坏血酸和没食子酸抑制剂处理的样品与新鲜汁相比的色差值最小;整体香气轮廓显示葡萄糖氧化酶抑制蒸煮异味效果最佳,其次为迷迭香酸;电子鼻结果显示葡萄糖氧化酶处理的荔枝汁与新鲜汁最为接近,其次是儿茶素和邻苯三酚。挥发性成分的主成分分析结果显示抗坏血酸抑制剂处理的样品与新鲜汁最接近,其次为没食子酸、儿茶素、迷迭香酸。降硫率结果显示葡萄糖氧化酶的降硫效果最为显著,对二甲基硫醚、二甲基三硫醚、甲硫基丙醛的抑制率均达到100%,对二甲基二硫醚的抑制率为61.11%。营养品质方面,多酚类抑制剂与抗坏血酸处理的总酚、总黄酮含量和抗氧化性较新鲜汁均显著上升(P<0.05),而葡萄糖氧化酶处理的总酚、总黄酮含量较新鲜汁上升但抗氧化活性与新鲜汁无显著差异。综合色泽、pH、香气轮廓、营养品质以及降硫效果等因素进行偏最小二乘判别分析(partial least squares discriminant analysis,PLS-DA),发现葡萄糖氧化酶对荔枝汁整体品质影响最好。本研究可为荔枝以及其他热敏性水果加工过程中品质提升提供参考依据。展开更多
基金funding from the National Key Research and Development Program of China(2017YFB0202200)the Advanced Research Project of China(31511010203)+1 种基金Open Fund(201503-02)from State Key Laboratory of High Performance Computing,and Research Program of NUDT(ZK18-03-10).
文摘Exascale computing is one of the major challenges of this decade,and several studies have shown that communications are becoming one of the bottlenecks for scaling parallel applications.The analysis on the characteristics of communications can effectively aid to improve the performance of scientific applications.In this paper,we focus on the statistical regularity in time-dimension communication characteristics for representative scientific applications on supercomputer systems,and then prove that the distribution of communication-event intervals has a power-law decay,which is common in scientific interests and human activities.We verify the distribution of communication-event intervals has really a power-law decay on the Tianhe-2 supercomputer,and also on the other six parallel systems with three different network topologies and two routing policies.In order to do a quantitative study on the power-law distribution,we exploit two groups of statistics:bursty vs.memory and periodicity vs.dispersion.Our results indicate that the communication events show a“strong-bursty and weak-memory”characteristic and the communication event intervals show the periodicity and the dispersion.Finally,our research provides an insight into the relationship between communication optimizations and time-dimension communication characteristics.
文摘为了减少荔枝汁在加热后产生的“蒸煮”异味,筛选了邻苯三酚、没食子酸、迷迭香酸、儿茶素、抗坏血酸及葡萄糖氧化酶六种抑制剂,从色泽、pH、香气轮廓、电子鼻、挥发性成分、降硫率以及总酚、总黄酮、抗氧化特性等角度去评价六种抑制剂对荔枝汁风味及营养品质的影响。结果显示抗坏血酸和没食子酸抑制剂处理的样品与新鲜汁相比的色差值最小;整体香气轮廓显示葡萄糖氧化酶抑制蒸煮异味效果最佳,其次为迷迭香酸;电子鼻结果显示葡萄糖氧化酶处理的荔枝汁与新鲜汁最为接近,其次是儿茶素和邻苯三酚。挥发性成分的主成分分析结果显示抗坏血酸抑制剂处理的样品与新鲜汁最接近,其次为没食子酸、儿茶素、迷迭香酸。降硫率结果显示葡萄糖氧化酶的降硫效果最为显著,对二甲基硫醚、二甲基三硫醚、甲硫基丙醛的抑制率均达到100%,对二甲基二硫醚的抑制率为61.11%。营养品质方面,多酚类抑制剂与抗坏血酸处理的总酚、总黄酮含量和抗氧化性较新鲜汁均显著上升(P<0.05),而葡萄糖氧化酶处理的总酚、总黄酮含量较新鲜汁上升但抗氧化活性与新鲜汁无显著差异。综合色泽、pH、香气轮廓、营养品质以及降硫效果等因素进行偏最小二乘判别分析(partial least squares discriminant analysis,PLS-DA),发现葡萄糖氧化酶对荔枝汁整体品质影响最好。本研究可为荔枝以及其他热敏性水果加工过程中品质提升提供参考依据。
