Model-Based Performance Prediction for Concurrent Software on Multicore Architectures
Model-based performance prediction is a well-known concept to ensure the quality of software.Current approaches are based on a single-metric model, which leads to inaccurate predictions for modern architectures. This thesis presents a multi-strategies approach to extend performance prediction model...
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| Format: | Online |
| Język: | angielski |
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KIT Scientific Publishing
2022
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| Hasła przedmiotowe: | |
| Dostęp online: | OCN: 1348377536 |
| Etykiety: |
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| _version_ | 1869523263502155776 |
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| author | Frank, Markus Kilian |
| author_browse | Frank, Markus Kilian |
| author_facet | Frank, Markus Kilian |
| author_sort | Frank, Markus Kilian |
| collection | Directory of Open Access Books |
| description | Model-based performance prediction is a well-known concept to ensure the quality of software.Current approaches are based on a single-metric model, which leads to inaccurate predictions for modern architectures.
This thesis presents a multi-strategies approach to extend performance prediction models to support multicore architectures.We implemented the strategies into Palladio and significantly increased the performance prediction power. |
| format | Online |
| id | doab-20.500.12854ir-90638 |
| institution | Directory of Open Access Books |
| language | eng |
| publishDate | 2022 |
| publishDateRange | 2022 |
| publishDateSort | 2022 |
| publisher | KIT Scientific Publishing |
| publisherStr | KIT Scientific Publishing |
| record_format | ojs |
| spelling | doab-20.500.12854ir-906382025-05-27T07:26:35Z Model-Based Performance Prediction for Concurrent Software on Multicore Architectures Frank, Markus Kilian Modellbasierte Performancevorhersage; Software Engineering; Multicore-Architekturen; parallele Entwurfsmuster; Model-based Performance Prediction; Multicore architectures; Parallel Design Patterns thema EDItEUR::U Computing and Information Technology::UY Computer science::UYA Mathematical theory of computation::UYAM Maths for computer scientists Model-based performance prediction is a well-known concept to ensure the quality of software.Current approaches are based on a single-metric model, which leads to inaccurate predictions for modern architectures. This thesis presents a multi-strategies approach to extend performance prediction models to support multicore architectures.We implemented the strategies into Palladio and significantly increased the performance prediction power. 2022-08-03T05:37:04Z 2022-08-03T05:37:04Z 2022-07-25T11:18:35Z 2022 book OCN: 1348377536 https://library.oapen.org/handle/20.500.12657/57634 9783731511465 https://directory.doabooks.org/handle/20.500.12854/90638 eng The Karlsruhe Series on Software Design and Quality open access image/jpeg image/jpeg image/jpeg image/jpeg image/jpeg Attribution-ShareAlike 4.0 International Attribution-ShareAlike 4.0 International Attribution-ShareAlike 4.0 International Attribution-ShareAlike 4.0 International Attribution-ShareAlike 4.0 International https://library.oapen.org/bitstream/20.500.12657/57634/1/model-based-performance-prediction-for-concurrent-software-on-multicore-architectures-a-simulation-based-approach.pdf https://library.oapen.org/bitstream/20.500.12657/57634/1/model-based-performance-prediction-for-concurrent-software-on-multicore-architectures-a-simulation-based-approach.pdf https://library.oapen.org/bitstream/20.500.12657/57634/1/model-based-performance-prediction-for-concurrent-software-on-multicore-architectures-a-simulation-based-approach.pdf https://library.oapen.org/bitstream/20.500.12657/57634/1/model-based-performance-prediction-for-concurrent-software-on-multicore-architectures-a-simulation-based-approach.pdf https://library.oapen.org/bitstream/20.500.12657/57634/1/model-based-performance-prediction-for-concurrent-software-on-multicore-architectures-a-simulation-based-approach.pdf KIT Scientific Publishing 10.5445/KSP/1000139935 10.5445/KSP/1000139935 68fffc18-8f7b-44fa-ac7e-0b7d7d979bd2 9783731511465 AG Universitätsverlage 400 open access |
| spellingShingle | Modellbasierte Performancevorhersage; Software Engineering; Multicore-Architekturen; parallele Entwurfsmuster; Model-based Performance Prediction; Multicore architectures; Parallel Design Patterns thema EDItEUR::U Computing and Information Technology::UY Computer science::UYA Mathematical theory of computation::UYAM Maths for computer scientists Frank, Markus Kilian Model-Based Performance Prediction for Concurrent Software on Multicore Architectures |
| title | Model-Based Performance Prediction for Concurrent Software on Multicore Architectures |
| title_full | Model-Based Performance Prediction for Concurrent Software on Multicore Architectures |
| title_fullStr | Model-Based Performance Prediction for Concurrent Software on Multicore Architectures |
| title_full_unstemmed | Model-Based Performance Prediction for Concurrent Software on Multicore Architectures |
| title_short | Model-Based Performance Prediction for Concurrent Software on Multicore Architectures |
| title_sort | model based performance prediction for concurrent software on multicore architectures |
| topic | Modellbasierte Performancevorhersage; Software Engineering; Multicore-Architekturen; parallele Entwurfsmuster; Model-based Performance Prediction; Multicore architectures; Parallel Design Patterns thema EDItEUR::U Computing and Information Technology::UY Computer science::UYA Mathematical theory of computation::UYAM Maths for computer scientists |
| topic_facet | Modellbasierte Performancevorhersage; Software Engineering; Multicore-Architekturen; parallele Entwurfsmuster; Model-based Performance Prediction; Multicore architectures; Parallel Design Patterns thema EDItEUR::U Computing and Information Technology::UY Computer science::UYA Mathematical theory of computation::UYAM Maths for computer scientists |
| url | OCN: 1348377536 |
| work_keys_str_mv | AT frankmarkuskilian modelbasedperformancepredictionforconcurrentsoftwareonmulticorearchitectures |