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Platform independent profiling of a QCD code
The supercomputing platforms available for high performance computing based research evolve at a great rate. However, this rapid development of novel technologies requires constant adaptations and optimizations of the existing codes for each new machine architecture. In such context, minimizing time...
Autores principales: | , |
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Lenguaje: | eng |
Publicado: |
SISSA
2017
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Materias: | |
Acceso en línea: | https://dx.doi.org/10.22323/1.256.0390 http://cds.cern.ch/record/2255658 |
_version_ | 1780953707580489728 |
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author | Marinkovic, Marina Krstic Stanisic, Luka |
author_facet | Marinkovic, Marina Krstic Stanisic, Luka |
author_sort | Marinkovic, Marina Krstic |
collection | CERN |
description | The supercomputing platforms available for high performance computing based research evolve at a great rate. However, this rapid development of novel technologies requires constant adaptations and optimizations of the existing codes for each new machine architecture. In such context, minimizing time of efficiently porting the code on a new platform is of crucial importance. A possible solution for this common challenge is to use simulations of the application that can assist in detecting performance bottlenecks. Due to prohibitive costs of classical cycle-accurate simulators, coarse-grain simulations are more suitable for large parallel and distributed systems. We present a procedure of implementing the profiling for openQCD code [1] through simulation, which will enable the global reduction of the cost of profiling and optimizing this code commonly used in the lattice QCD community. Our approach is based on well-known SimGrid simulator [2], which allows for fast and accurate performance predictions of HPC codes. Additionally, accurate estimations of the program behavior on some future machines, not yet accessible to us, are anticipated. |
id | cern-2255658 |
institution | Organización Europea para la Investigación Nuclear |
language | eng |
publishDate | 2017 |
publisher | SISSA |
record_format | invenio |
spelling | cern-22556582021-05-03T20:12:15Zdoi:10.22323/1.256.0390http://cds.cern.ch/record/2255658engMarinkovic, Marina KrsticStanisic, LukaPlatform independent profiling of a QCD codephysics.comp-phOther Fields of Physicscs.DCComputing and Computershep-latParticle Physics - LatticeThe supercomputing platforms available for high performance computing based research evolve at a great rate. However, this rapid development of novel technologies requires constant adaptations and optimizations of the existing codes for each new machine architecture. In such context, minimizing time of efficiently porting the code on a new platform is of crucial importance. A possible solution for this common challenge is to use simulations of the application that can assist in detecting performance bottlenecks. Due to prohibitive costs of classical cycle-accurate simulators, coarse-grain simulations are more suitable for large parallel and distributed systems. We present a procedure of implementing the profiling for openQCD code [1] through simulation, which will enable the global reduction of the cost of profiling and optimizing this code commonly used in the lattice QCD community. Our approach is based on well-known SimGrid simulator [2], which allows for fast and accurate performance predictions of HPC codes. Additionally, accurate estimations of the program behavior on some future machines, not yet accessible to us, are anticipated.SISSAarXiv:1702.06865CERN-TH-2017-027oai:cds.cern.ch:22556582017-02-22 |
spellingShingle | physics.comp-ph Other Fields of Physics cs.DC Computing and Computers hep-lat Particle Physics - Lattice Marinkovic, Marina Krstic Stanisic, Luka Platform independent profiling of a QCD code |
title | Platform independent profiling of a QCD code |
title_full | Platform independent profiling of a QCD code |
title_fullStr | Platform independent profiling of a QCD code |
title_full_unstemmed | Platform independent profiling of a QCD code |
title_short | Platform independent profiling of a QCD code |
title_sort | platform independent profiling of a qcd code |
topic | physics.comp-ph Other Fields of Physics cs.DC Computing and Computers hep-lat Particle Physics - Lattice |
url | https://dx.doi.org/10.22323/1.256.0390 http://cds.cern.ch/record/2255658 |
work_keys_str_mv | AT marinkovicmarinakrstic platformindependentprofilingofaqcdcode AT stanisicluka platformindependentprofilingofaqcdcode |