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Automatic Performance Modeling and Analysis of Configurable Scientific Software and Workflows

Av: Medverkande: Materialtyp: ArtikelSerie: Utgivningsinformation: Karlsruhe, Germany KIT Scientific Publishing KIT Scientific Publishing [Imprint] 2026Beskrivning: 1 electronic resource (200 p.)Innehållstyp:
  • text
Medietyp:
  • computer
Bärartyp:
  • online resource
ISBN:
  • 9783731514442
Ämnen: Onlineresurser: Sammanfattning: This work reduces the cost of automatic performance modeling and enables comparative analysis of workflow orchestration performance. We use parametric profiles to cut measurement costs, a method to identify performance-irrelevant options, and a serverless workflow benchmarking suite based on a Petri Net model. These contributions help developers and scientists better understand, model, and optimize application performance across diverse platforms and configurations.
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This work reduces the cost of automatic performance modeling and enables comparative analysis of workflow orchestration performance. We use parametric profiles to cut measurement costs, a method to identify performance-irrelevant options, and a serverless workflow benchmarking suite based on a Petri Net model. These contributions help developers and scientists better understand, model, and optimize application performance across diverse platforms and configurations.

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Creative Commons Licence cc by cc https://creativecommons.org/licenses/by/4.0/deed.en/

eng

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