Modelling Event-Based Interactions in Component-Based Architectures for Quantitative System Evaluation - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Modelling Event-Based Interactions in Component-Based Architectures for Quantitative System Evaluation write by Christoph Rathfelder. This book was released on 2014-07-31. Modelling Event-Based Interactions in Component-Based Architectures for Quantitative System Evaluation available in PDF, EPUB and Kindle. This dissertation thesis presents an approach enabling the modelling and quality-of-service prediction of event-based systems at the architecture-level. Applying a two-step model refinement transformation, the approach integrates platform-specific performance influences of the underlying middleware while enabling the use of different existing analytical and simulation-based prediction techniques.
Evaluating Architectural Safeguards for Uncertain AI Black-Box Components
Evaluating Architectural Safeguards for Uncertain AI Black-Box Components - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Evaluating Architectural Safeguards for Uncertain AI Black-Box Components write by Scheerer, Max. This book was released on 2023-10-23. Evaluating Architectural Safeguards for Uncertain AI Black-Box Components available in PDF, EPUB and Kindle. Although tremendous progress has been made in Artificial Intelligence (AI), it entails new challenges. The growing complexity of learning tasks requires more complex AI components, which increasingly exhibit unreliable behaviour. In this book, we present a model-driven approach to model architectural safeguards for AI components and analyse their effect on the overall system reliability.
An Architecture-based Approach for Change Impact Analysis of Software-intensive Systems
An Architecture-based Approach for Change Impact Analysis of Software-intensive Systems - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook An Architecture-based Approach for Change Impact Analysis of Software-intensive Systems write by Busch, Kiana. This book was released on 2020-03-19. An Architecture-based Approach for Change Impact Analysis of Software-intensive Systems available in PDF, EPUB and Kindle.
Quality-driven Reuse of Model-based Software Architecture Elements
Quality-driven Reuse of Model-based Software Architecture Elements - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Quality-driven Reuse of Model-based Software Architecture Elements write by Busch, Axel. This book was released on 2019-10-17. Quality-driven Reuse of Model-based Software Architecture Elements available in PDF, EPUB and Kindle.
Model-Based Performance Prediction for Concurrent Software on Multicore Architectures---A Simulation-Based Approach
Model-Based Performance Prediction for Concurrent Software on Multicore Architectures---A Simulation-Based Approach - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Model-Based Performance Prediction for Concurrent Software on Multicore Architectures---A Simulation-Based Approach write by Frank, Markus Kilian. This book was released on 2022-07-18. Model-Based Performance Prediction for Concurrent Software on Multicore Architectures---A Simulation-Based Approach available in PDF, EPUB and Kindle. 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.
