Gesellschaft für Informatik e.V.

Lecture Notes in Informatics

Software Engineering 2016 P-252, 47-48 (2016).

Gesellschaft für Informatik, Bonn

Copyright © Gesellschaft für Informatik, Bonn


Analysis of the trade-offs in different modeling approaches for performance prediction of software systems

Samuel Kounev , Fabian Brosig , Philipp Meier , Steffen Becker , Anne Koziolek , Heiko Koziolek and Piotr Rygielski


A number of performance modeling approaches for predicting the performance of modern software systems and IT infrastructures exist in the literature. Different approaches differ in their modeling expressiveness and accuracy, on the one hand, and their modeling overhead and costs, on the other hand. Considering a representative set of established approaches, we analyze the semantic gaps between them as well as the trade-offs in using them; we further provide guidelines for selecting the right approach suitable for a given scenario.

Full Text: PDF

Gesellschaft für Informatik, Bonn
ISBN 978-3-88579-646-6

Last changed 25.02.2016 18:39:01