About performance and intellectuality of supercomputer modeling

设为首页

收藏本站

网站地图 | English | 公务邮箱

远程访问

NSTL服务站

About performance and intellectuality of supercomputer modeling

详细信息查看全文

作者：V. P. Il’in ; I. N. Skopin
刊名：Programming and Computer Software
出版年：2016
出版时间：January 2016
年：2016
卷：42
期：1
页码：5-16
全文大小：185 KB
参考文献：1.International Exascale Software Project (IESP). http://www.exascale.org/iesp.

2.Knuth, D.E., Top down syntax analysis, Acta Inf., 1971, vol. 1, no. 2, pp. 79–110.CrossRef MATH
3.Knuth, D., On the translation of languages from left to right, in Information and Control, 1965, pp. 607–639.
4.Levine, J., Mason, T., and Brown, D., Lex & Yacc, O’Reilly Media, 1992, 2nd ed.
5.Skopin, I.N., An approach to the construction of robust systems of interacting processes, Parallel Programming: Practical Aspects, Models, and Current Limitations, Tarkov, M.S., Ed., 2014.
6.OpenFOAM open source CFD toolbox. http://www. openfoam.com.
7.Distributed and unified numerics environment (DUNE). http://www.dune-project.org.

8.Il’in, V.P., Strategies and tactics of “beyond-theclouds” mathematical modeling, Trudy mezhdunarodnoi konferencii PAVT 2014 (Proc. Int. Conf. PAVT 2014), Chelyabinsk: South Ural State Univ., 2014, pp. 99–107.
9.Il'in, V.P. and Skopin, I.N., Computational programming technologies, Program. Comput. Software, 2011, vol. 37, no. 4, pp. 210–222.CrossRef
10.Golubeva, L.A., Il’in, V.P., and Kozyrev, A.N., On software technologies in geometric aspects of mathematical modeling, Vestn. Novosib. Gos. Univ., Ser. Inf. Tekhnol., 2012, vol. 10, no. 2, pp. 25–33.
11.Il’in, V.P., DELAUNAY: A technological mesh generation environment, Sib. Zh. Ind. Mat., 2013, vol. 16, no. 2(54), pp. 83–97.MathSciNet
12.Butyugin, D.S. and Il’in, V.P., CHEBYSHEV: Principles of automation of algorithm construction in an integrated environment for mesh approximations of initial boundary value problems, Trudy mezhdunarodnoi konferencii PAVT'2014 (Proc. Int. Conf. PAVT 2014), Chelyabinsk: South Ural State Univ., 2014, pp. 42–50.
13.Butyugin, D.S., Gur’eva, Ya.L., Il’in, V.P., Perevozkin, D.V., Petukhov, A.V., and Skopin, I.N., Functionality and technologies of algebraic solvers in the Krylov library, Vestn. Yuzhno-Ural. Gos. Univ., Ser. Vychisl. Mat. Inf., 2013, vol. 2, no. 3, pp. 92–105.
14.Malyukh, V.N., Vvedenie v sovremennye SAPR (Introduction to Modern CAD Systems), Moscow: DMK, 2010.
15.SALOME open source integration platform for numerical simulation. http://www.salome-platform.org.

16.Il’in, V.P., Metody konechnykh raznostei i konechnykh ob”emov dlya ellipticheskikh uravnenii (Finite-Difference and Finite-Volume Methods for Elliptic Equations), Novosibirsk: Inst. Comput. Math. Math. Geophys. Sib. Branch Russ. Acad. Sci., 2001.
17.Il'in, V.P., Metody i tekhnologii konechnykh elementov (Finite-Element Methods and Technologies), Novosibirsk: Inst. Comput. Math. Math. Geophys. Sib. Branch Russ. Acad. Sci., 2007.
18.Rogachev, S., Generalized model-view-controller. http://rsdn.ru/article/patterns/generic-mvc.xml.

文摘

The concept of supercomputer technologies is traditionally related to mapping algorithms onto the computer architecture, which, taking into account the explosive growth of computational capabilities, implies the necessity for an adequate increase in the performance of algorithms and programs. At the same time, it is well known that the rate of building “computer muscles” far exceeds the rate of increasing the labor productivity of software developers, which becomes a bottleneck of computer evolution. The only way to deal with this problem is to automate the construction of models, algorithms, and programs, which directly implies the revolutionary change in the level of artificial intelligence in supercomputer technologies. In this paper, it is from this standpoint that main computational stages of mathematical modeling of various processes and phenomena are discussed, some aspects of high logical complexity of modern high-performance methods for solving “large” applied problems are pointed out, and some intelligent solutions for various modeling problems are proposed. Original Russian Text © V.P. Il’in, I.N. Skopin, 2016, published in Programmirovanie, 2016, Vol. 42, No. 1.