Model-Based Performance Prediction for Concurrent Software on Multicore Architectures A Simulation-Based Approach
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...
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Yazar: | |
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Materyal Türü: | Elektronik Kitap Bölümü |
Dil: | İngilizce |
Baskı/Yayın Bilgisi: |
KIT Scientific Publishing
2022
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Seri Bilgileri: | The Karlsruhe Series on Software Design and Quality
34 |
Konular: | |
Online Erişim: | OAPEN Library: download the publication OAPEN Library: description of the publication |
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024 | 7 | |a 10.5445/KSP/1000139935 |c doi | |
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072 | 7 | |a UYAM |2 bicssc | |
100 | 1 | |a Frank, Markus Kilian |4 auth | |
245 | 1 | 0 | |a Model-Based Performance Prediction for Concurrent Software on Multicore Architectures |b A Simulation-Based Approach |
260 | |b KIT Scientific Publishing |c 2022 | ||
300 | |a 1 electronic resource (400 p.) | ||
336 | |a text |b txt |2 rdacontent | ||
337 | |a computer |b c |2 rdamedia | ||
338 | |a online resource |b cr |2 rdacarrier | ||
490 | 1 | |a The Karlsruhe Series on Software Design and Quality |v 34 | |
506 | 0 | |a Open Access |2 star |f Unrestricted online access | |
520 | |a 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. | ||
540 | |a Creative Commons |f https://creativecommons.org/licenses/by-sa/4.0/ |2 cc |4 https://creativecommons.org/licenses/by-sa/4.0/ | ||
546 | |a English | ||
650 | 7 | |a Maths for computer scientists |2 bicssc | |
653 | |a Modellbasierte Performancevorhersage; Software Engineering; Multicore-Architekturen; parallele Entwurfsmuster; Model-based Performance Prediction; Multicore architectures; Parallel Design Patterns | ||
856 | 4 | 0 | |a www.oapen.org |u https://library.oapen.org/bitstream/id/8f625dfa-dcba-4390-9356-3ec4b7641ced/model-based-performance-prediction-for-concurrent-software-on-multicore-architectures-a-simulation-based-approach.pdf |7 0 |z OAPEN Library: download the publication |
856 | 4 | 0 | |a www.oapen.org |u https://library.oapen.org/handle/20.500.12657/57634 |7 0 |z OAPEN Library: description of the publication |