Model-Based Performance Prediction for Concurrent Software on Multicore Architectures : : A simulation-based approach / / Markus Frank.
Die modellbasierte Performancevorhersage ist ein bekanntes Konzept zur Gewährleistung der Softwarequalität. Derzeitige Ansätze basieren auf einem Modell mit einer Metrik, was zu ungenauen Vorhersagen für moderne Architekturen führt. In dieser Arbeit wird ein Multi-Strategie-Ansatz zur Erweiteru...
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Superior document: | The Karlsruhe series on software design and quality |
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Place / Publishing House: | Karlsruhe : : KIT Scientific Publishing,, 2022. ©2022 |
Year of Publication: | 2022 |
Language: | English |
Series: | Karlsruhe series on software design and quality.
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Physical Description: | 1 online resource (xiii, 368 pages) :; illustrations. |
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Frank, Markus, author. Model-Based Performance Prediction for Concurrent Software on Multicore Architectures : A simulation-based approach / Markus Frank. Model-Based Performance Prediction for Concurrent Software on Multicore Architectures Karlsruhe : KIT Scientific Publishing, 2022. ©2022 1 online resource (xiii, 368 pages) : illustrations. text txt rdacontent computer c rdamedia online resource cr rdacarrier The Karlsruhe series on software design and quality Description based on: online resource; title from PDF information screen (directory.doabooks.org, viewed March 26, 2023). Die modellbasierte Performancevorhersage ist ein bekanntes Konzept zur Gewährleistung der Softwarequalität. Derzeitige Ansätze basieren auf einem Modell mit einer Metrik, was zu ungenauen Vorhersagen für moderne Architekturen führt. In dieser Arbeit wird ein Multi-Strategie-Ansatz zur Erweiterung von Performancevorhersagemodellen zur Unterstützung von Multicore-Architekturen vorgestellt, in Palladio implementiert und dadurch die Genauigkeit der Vorhersage deutlich verbessert. - 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. Includes bibliographical references and index. Abstract i -- Zusammenfassung iii -- Acknowledgements . v -- I. Introduction and Foundation 1 -- 1. Introduction . 3 -- 2. Foundations . 11 -- 3. Research Design . 49 -- 4. Related Work . 61 -- 5. Running Example: Resource Demands . 83 -- 6. Contribution (CB)1: Parallel Architectural Pattern Catalogue . 99 -- 7. CB2: Performance Curves for Parallel Behaviour 153 -- 8. CB3: Meta-Model Extension for the PCM to Include Memory Architectures 193 -- 9. CB4: CPU Simulators 227 -- III. Evaluation and Summary . 253 -- 10. Evaluation . 255 -- 11. Conclusion & Future Work . 265 -- A. Appendix 271 -- List of Figures 329 -- List of Tables 333 -- Literature References . 337 -- Publications of the Author . 361 -- Supervised Theses . 367. Software engineering. 1000139935 Karlsruhe series on software design and quality. |
language |
English |
format |
eBook |
author |
Frank, Markus, |
spellingShingle |
Frank, Markus, Model-Based Performance Prediction for Concurrent Software on Multicore Architectures : A simulation-based approach / The Karlsruhe series on software design and quality Abstract i -- Zusammenfassung iii -- Acknowledgements . v -- I. Introduction and Foundation 1 -- 1. Introduction . 3 -- 2. Foundations . 11 -- 3. Research Design . 49 -- 4. Related Work . 61 -- 5. Running Example: Resource Demands . 83 -- 6. Contribution (CB)1: Parallel Architectural Pattern Catalogue . 99 -- 7. CB2: Performance Curves for Parallel Behaviour 153 -- 8. CB3: Meta-Model Extension for the PCM to Include Memory Architectures 193 -- 9. CB4: CPU Simulators 227 -- III. Evaluation and Summary . 253 -- 10. Evaluation . 255 -- 11. Conclusion & Future Work . 265 -- A. Appendix 271 -- List of Figures 329 -- List of Tables 333 -- Literature References . 337 -- Publications of the Author . 361 -- Supervised Theses . 367. |
author_facet |
Frank, Markus, |
author_variant |
m f mf |
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VerfasserIn |
author_sort |
Frank, Markus, |
title |
Model-Based Performance Prediction for Concurrent Software on Multicore Architectures : A simulation-based approach / |
title_sub |
A simulation-based approach / |
title_full |
Model-Based Performance Prediction for Concurrent Software on Multicore Architectures : A simulation-based approach / Markus Frank. |
title_fullStr |
Model-Based Performance Prediction for Concurrent Software on Multicore Architectures : A simulation-based approach / Markus Frank. |
title_full_unstemmed |
Model-Based Performance Prediction for Concurrent Software on Multicore Architectures : A simulation-based approach / Markus Frank. |
title_auth |
Model-Based Performance Prediction for Concurrent Software on Multicore Architectures : A simulation-based approach / |
title_alt |
Model-Based Performance Prediction for Concurrent Software on Multicore Architectures |
title_new |
Model-Based Performance Prediction for Concurrent Software on Multicore Architectures : |
title_sort |
model-based performance prediction for concurrent software on multicore architectures : a simulation-based approach / |
series |
The Karlsruhe series on software design and quality |
series2 |
The Karlsruhe series on software design and quality |
publisher |
KIT Scientific Publishing, |
publishDate |
2022 |
physical |
1 online resource (xiii, 368 pages) : illustrations. |
contents |
Abstract i -- Zusammenfassung iii -- Acknowledgements . v -- I. Introduction and Foundation 1 -- 1. Introduction . 3 -- 2. Foundations . 11 -- 3. Research Design . 49 -- 4. Related Work . 61 -- 5. Running Example: Resource Demands . 83 -- 6. Contribution (CB)1: Parallel Architectural Pattern Catalogue . 99 -- 7. CB2: Performance Curves for Parallel Behaviour 153 -- 8. CB3: Meta-Model Extension for the PCM to Include Memory Architectures 193 -- 9. CB4: CPU Simulators 227 -- III. Evaluation and Summary . 253 -- 10. Evaluation . 255 -- 11. Conclusion & Future Work . 265 -- A. Appendix 271 -- List of Figures 329 -- List of Tables 333 -- Literature References . 337 -- Publications of the Author . 361 -- Supervised Theses . 367. |
isbn |
1000139935 |
callnumber-first |
Q - Science |
callnumber-subject |
QA - Mathematics |
callnumber-label |
QA76 |
callnumber-sort |
QA 276.758 F736 42022 |
illustrated |
Illustrated |
dewey-hundreds |
000 - Computer science, information & general works |
dewey-tens |
000 - Computer science, knowledge & systems |
dewey-ones |
005 - Computer programming, programs & data |
dewey-full |
005.1 |
dewey-sort |
15.1 |
dewey-raw |
005.1 |
dewey-search |
005.1 |
work_keys_str_mv |
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hierarchy_parent_title |
The Karlsruhe series on software design and quality |
is_hierarchy_title |
Model-Based Performance Prediction for Concurrent Software on Multicore Architectures : A simulation-based approach / |
container_title |
The Karlsruhe series on software design and quality |
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