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Catwalk: A Quick Development Path for Performance Models

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2014
Springer International Publishing Cham
ISBN: 978-3-319-14312-5 (print), 978-3-319-14313-2 (electronic)

Euro-Par 2014: Parallel Processing Workshops
The 20th International Conference on Parallel Computing, Euro-Par 2014, PortoPorto, Portugal, 25 Aug 2014 - 29 Aug 20142014-08-252014-08-29
Cham : Springer International Publishing, Lecture Notes in Computer Science 8806, 589 - 600 () [10.1007/978-3-319-14313-2_50]

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Abstract: Many parallel applications suffer from latent performance limitations that may prevent them from scaling to larger machine sizes. Often, such scalability bugs manifest themselves only when an attempt to scale the code is actually being made—a point where remediation can be difficult. However, creating analytical performance models that would allow such issues to be pinpointed earlier is so laborious that application developers attempt it at most for a few selected kernels, running the risk of missing harmful bottlenecks. The objective of the Catwalk project, which is carried out as part of the DFG Priority Programme 1648 Software for Exascale Computing (SPPEXA), is to automate key activities of the performance modeling process, making this powerful methodology easier to use and expanding its coverage. This article gives an overview of the project objectives, describes the results achieved so far, and outlines future work.

Classification:

Contributing Institute(s):
  1. Jülich Supercomputing Center (JSC)
Research Program(s):
  1. 411 - Computational Science and Mathematical Methods (POF2-411) (POF2-411)
  2. ATMLPP - ATML Parallel Performance (ATMLPP) (ATMLPP)

Appears in the scientific report 2014
Database coverage:
JCR ; NationallizenzNationallizenz ; SCOPUS ; Thomson Reuters Master Journal List ; Web of Science Core Collection
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Institutssammlungen > JSC
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