Automatic Performance Modeling and Analysis of Configurable Scientific Software and Workflows
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...
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| Format: | Online |
| Jezik: | engleski |
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KIT Scientific Publishing
2026
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| Teme: | |
| Online pristup: | 1867-0067 (Online) |
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| _version_ | 1869522155122720768 |
|---|---|
| author | Schmid, Larissa |
| author_browse | Schmid, Larissa |
| author_facet | Schmid, Larissa |
| author_sort | Schmid, Larissa |
| collection | Directory of Open Access Books |
| description | 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. |
| format | Online |
| id | doab-20.500.12854ir-173676 |
| institution | Directory of Open Access Books |
| language | eng |
| publishDate | 2026 |
| publishDateRange | 2026 |
| publishDateSort | 2026 |
| publisher | KIT Scientific Publishing |
| publisherStr | KIT Scientific Publishing |
| record_format | ojs |
| spelling | doab-20.500.12854ir-1736762026-03-19T13:46:58Z Automatic Performance Modeling and Analysis of Configurable Scientific Software and Workflows Schmid, Larissa Leistungsmodellierung Konfigurierbare Software Benchmark Serverless Performance modeling Configurable software Benchmark serverless thema EDItEUR::U Computing and Information Technology::UY Computer science 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. 2026-03-19T13:46:56Z 2026-03-19T13:46:56Z 2026-03-09T09:49:37Z 2026 book 1867-0067 (Online) https://library.oapen.org/handle/20.500.12657/111366 9783731514442 https://directory.doabooks.org/handle/20.500.12854/173676 eng The Karlsruhe Series on Software Design and Quality open access image/jpeg n/a https://library.oapen.org/bitstream/20.500.12657/111366/1/9783731514442.pdf KIT Scientific Publishing KIT Scientific Publishing 10.5445/KSP/1000182793 10.5445/KSP/1000182793 68fffc18-8f7b-44fa-ac7e-0b7d7d979bd2 9783731514442 KIT Scientific Publishing 200 Karlsruhe, Germany open access |
| spellingShingle | Leistungsmodellierung Konfigurierbare Software Benchmark Serverless Performance modeling Configurable software Benchmark serverless thema EDItEUR::U Computing and Information Technology::UY Computer science Schmid, Larissa Automatic Performance Modeling and Analysis of Configurable Scientific Software and Workflows |
| title | Automatic Performance Modeling and Analysis of Configurable Scientific Software and Workflows |
| title_full | Automatic Performance Modeling and Analysis of Configurable Scientific Software and Workflows |
| title_fullStr | Automatic Performance Modeling and Analysis of Configurable Scientific Software and Workflows |
| title_full_unstemmed | Automatic Performance Modeling and Analysis of Configurable Scientific Software and Workflows |
| title_short | Automatic Performance Modeling and Analysis of Configurable Scientific Software and Workflows |
| title_sort | automatic performance modeling and analysis of configurable scientific software and workflows |
| topic | Leistungsmodellierung Konfigurierbare Software Benchmark Serverless Performance modeling Configurable software Benchmark serverless thema EDItEUR::U Computing and Information Technology::UY Computer science |
| topic_facet | Leistungsmodellierung Konfigurierbare Software Benchmark Serverless Performance modeling Configurable software Benchmark serverless thema EDItEUR::U Computing and Information Technology::UY Computer science |
| url | 1867-0067 (Online) |
| work_keys_str_mv | AT schmidlarissa automaticperformancemodelingandanalysisofconfigurablescientificsoftwareandworkflows |