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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Autor principal: Frank, Markus Kilian (auth)
Formato: Recurso Eletrônico Capítulo de Livro
Idioma:inglês
Publicado em: KIT Scientific Publishing 2022
coleção:The Karlsruhe Series on Software Design and Quality
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Descrição
Resumo: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.
Descrição Física:1 electronic resource (400 p.)
ISBN:KSP/1000139935
Acesso:Open Access