Software Technology Research
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204-208,222

Research of static performance analysis and modeling for HPC applications

Peng Yunfeng
School of Software Engineering, Anyang Normal University, Anyang Henan 455000, China

Abstract

Polyhedral model could deal with the many situations, including loops, branches in loops, function calls in loops and so on and could save information as model parameters which could not identify. With the user defined architecture files, this paper built a parameterized performance model, so that provided a way for modeling performance of HPC applications. It produced the execution counts of different kinds of instructions by analyzing the source codes and binary codes of the target applications. It avoided the computing resources and time cost and had high applicability, flexibility and accuracy. Meanwhile, it could predict other data related to performance based on the model.

Foundation Support

2012国家科技重大专项立项资助项目(2012ZX04011-012)
国家自然科学基金河南人才培养联合基金资助项目(U1204613)

Publish Information

DOI: 10.19734/j.issn.1001-3695.2019.10.0637
Publish at: Application Research of Computers Printed Article, Vol. 38, 2021 No. 1
Section: Software Technology Research
Pages: 204-208,222
Serial Number: 1001-3695(2021)01-040-0204-05

Publish History

[2021-01-05] Printed Article

Cite This Article

彭云峰. 高性能计算应用程序的静态性能分析和建模方法研究 [J]. 计算机应用研究, 2021, 38 (1): 204-208,222. (Peng Yunfeng. Research of static performance analysis and modeling for HPC applications [J]. Application Research of Computers, 2021, 38 (1): 204-208,222. )

About the Journal

  • Application Research of Computers Monthly Journal
  • Journal ID ISSN 1001-3695
    CN  51-1196/TP

Application Research of Computers, founded in 1984, is an academic journal of computing technology sponsored by Sichuan Institute of Computer Sciences under the Science and Technology Department of Sichuan Province.

Aiming at the urgently needed cutting-edge technology in this discipline, Application Research of Computers reflects the mainstream technology, hot technology and the latest development trend of computer application research at home and abroad in a timely manner. The main contents of the journal include high-level academic papers in this discipline, the latest scientific research results and major application results. The contents of the columns involve new theories of computer discipline, basic computer theory, algorithm theory research, algorithm design and analysis, blockchain technology, system software and software engineering technology, pattern recognition and artificial intelligence, architecture, advanced computing, parallel processing, database technology, computer network and communication technology, information security technology, computer image graphics and its latest hot application technology.

Application Research of Computers has many high-level readers and authors, and its readers are mainly senior and middle-level researchers and engineers engaged in the field of computer science, as well as teachers and students majoring in computer science and related majors in colleges and universities. Over the years, the total citation frequency and Web download rate of Application Research of Computers have been ranked among the top of similar academic journals in this discipline, and the academic papers published are highly popular among the readers for their novelty, academics, foresight, orientation and practicality.


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