Model-Based Performance Prediction for Concurrent Software on Multicore Architectures
A Simulation-Based Approach
Author(s)
Frank, Markus Kilian
Language
EnglishAbstract
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.
Keywords
Modellbasierte Performancevorhersage; Software Engineering; Multicore-Architekturen; parallele Entwurfsmuster; Model-based Performance Prediction; Multicore architectures; Parallel Design PatternsISBN
9783731511465Publisher
KIT Scientific PublishingPublisher website
http://www.ksp.kit.edu/Publication date and place
2022Series
The Karlsruhe Series on Software Design and Quality,Classification
Maths for computer scientists