model-based-performance-prediction-for-concurrent-software-on-multicore-architectures-a-simulation-based-approach.pdf

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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Bibliographic Details
Language:English
Published: KIT Scientific Publishing 2022
Online Access:https://doi.org/10.5445/KSP/1000139935
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Summary: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.