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Performance Analysis of Complex Engineering Frameworks

Wagner, Michael and Jägersküpper, Jens and Molka, Daniel and Gerhold, Thomas (2021) Performance Analysis of Complex Engineering Frameworks. In: Tools for High Performance Computing 2018/2019 Springer. doi: 10.1007/978-3-030-66057-4_6.

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Many engineering applications require complex frameworks to simulate the intricate and extensive sub-problems involved. However, performance analysis tools can struggle when the complexity of the application frameworks increases. In this paper, we share our efforts and experiences in analyzing the performance of CODA, a CFD solver for aircraft aerodynamics developed by DLR, ONERA, and Airbus, which is part of a larger framework for multi-disciplinary analysis in aircraft design. CODA is one of the key next-generation engineering applications represented in the European Centre of Excellence for Engineering Applications (EXCELLERAT). The solver features innovative algorithms and advanced software technology concepts dedicated to HPC. It is implemented in Python and C++ and uses multi-level parallelization via MPI or GASPI and OpenMP. We present, from an engineering perspective, the state of the art in performance analysis tools, discuss the demands and challenges, and present first results of the performance analysis of a CODA performance test case.

Item URL in elib:https://elib.dlr.de/193787/
Document Type:Book Section
Title:Performance Analysis of Complex Engineering Frameworks
AuthorsInstitution or Email of AuthorsAuthor's ORCID iDORCID Put Code
Wagner, MichaelUNSPECIFIEDhttps://orcid.org/0000-0002-5767-1716UNSPECIFIED
Molka, DanielUNSPECIFIEDhttps://orcid.org/0000-0001-8375-2280UNSPECIFIED
Date:23 May 2021
Journal or Publication Title:Tools for High Performance Computing 2018/2019
Refereed publication:Yes
Open Access:Yes
Gold Open Access:No
In ISI Web of Science:No
Keywords:HPC, Performance Analysis, Tools, CODA, CFD
HGF - Research field:Aeronautics, Space and Transport
HGF - Program:Aeronautics
HGF - Program Themes:other
DLR - Research area:Aeronautics
DLR - Program:L - no assignment
DLR - Research theme (Project):L - no assignment
Location: Dresden
Institutes and Institutions:Institute of Software Methods for Product Virtualization
Institute for Aerodynamics and Flow Technology
Deposited By: Wagner, Dr. Michael
Deposited On:06 Feb 2023 18:26
Last Modified:06 Feb 2023 18:26

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