Application scalability study using tools to analyze the parallel applications on the example of the atmosphere model NH3D
Vestnik Ûžno-Uralʹskogo gosudarstvennogo universiteta. Seriâ Vyčislitelʹnaâ matematika i informatika, Tome 2 (2013) no. 1, pp. 5-16 Cet article a éte moissonné depuis la source Math-Net.Ru

Voir la notice de l'article

The article describes an approach to the scalability study using applications analyzing tools. This approach uses application profiling and tracing of the bottle necks for scalability analysis. There is a brief review of parallel program effectiveness marks, approaches to scalability study and performance analysis tools for parallel applications. This article performs detailed description of analyzing methodology and detailed review of parallel application that was analyzed using this methodology. Also in this article was performed the analysis results of described parallel application using profiling and tracing tools. For the analysis the authors used Intel Trace Analyzer and Collector as an example of tracing tool. In conclusion the authors admitted high level of analyzing features of this tool for scalability analysis purposes.
Keywords: scalability, effectiveness analysis, tracing, profiling, parallel application analysis tools.
@article{VYURV_2013_2_1_a0,
     author = {A. S. Antonov and A. M. Teplov},
     title = {Application scalability study using tools to analyze the parallel applications on the example of the atmosphere model {NH3D}},
     journal = {Vestnik \^U\v{z}no-Uralʹskogo gosudarstvennogo universiteta. Seri\^a Vy\v{c}islitelʹna\^a matematika i informatika},
     pages = {5--16},
     year = {2013},
     volume = {2},
     number = {1},
     language = {ru},
     url = {http://geodesic.mathdoc.fr/item/VYURV_2013_2_1_a0/}
}
TY  - JOUR
AU  - A. S. Antonov
AU  - A. M. Teplov
TI  - Application scalability study using tools to analyze the parallel applications on the example of the atmosphere model NH3D
JO  - Vestnik Ûžno-Uralʹskogo gosudarstvennogo universiteta. Seriâ Vyčislitelʹnaâ matematika i informatika
PY  - 2013
SP  - 5
EP  - 16
VL  - 2
IS  - 1
UR  - http://geodesic.mathdoc.fr/item/VYURV_2013_2_1_a0/
LA  - ru
ID  - VYURV_2013_2_1_a0
ER  - 
%0 Journal Article
%A A. S. Antonov
%A A. M. Teplov
%T Application scalability study using tools to analyze the parallel applications on the example of the atmosphere model NH3D
%J Vestnik Ûžno-Uralʹskogo gosudarstvennogo universiteta. Seriâ Vyčislitelʹnaâ matematika i informatika
%D 2013
%P 5-16
%V 2
%N 1
%U http://geodesic.mathdoc.fr/item/VYURV_2013_2_1_a0/
%G ru
%F VYURV_2013_2_1_a0
A. S. Antonov; A. M. Teplov. Application scalability study using tools to analyze the parallel applications on the example of the atmosphere model NH3D. Vestnik Ûžno-Uralʹskogo gosudarstvennogo universiteta. Seriâ Vyčislitelʹnaâ matematika i informatika, Tome 2 (2013) no. 1, pp. 5-16. http://geodesic.mathdoc.fr/item/VYURV_2013_2_1_a0/

[1] A. Gramma, A.G̃upta, G.K̃arypis, V.K̃umar, Introductoin to Parallel Computing, 2nd Edition, Pearson, 2003

[2] Ivannikov V.P., Gaysaryan S.S., Padaryan V.A., “Evaluation of Dynamic Characteristics of a Parallel Program on a Model”, Programing and Computer Software, 2006, no. 4

[3] M. Alabdulkareem, S. Lakshmivarahan, S. K. Dhall, “Analysis of Large Codes Using Factorial Designs”, Parallel Computing, 27:9 (2001), 1145–1171

[4] D.M̃uller–Wichards, W.R̃onsch, “Scalability of Algoritms: An Analytic Approach”, Parallel Computing, 21:9 (1995), 937–952

[5] Stepanenko V.M., Mikushin D.N., “Numerical modeling of mesoscale atmospheric dynamics and pollutant transport over hydrologically diversified area”, Computational technologies, 13, special issue 3 (2008), 104–110