Automatically improve software architecture models for performance, reliability, and cost using evolutionary algorithms

A Martens, H Koziolek, S Becker… - Proceedings of the first …, 2010 - dl.acm.org
Quantitative prediction of quality properties (ie extra-functional properties such as
performance, reliability, and cost) of software architectures during design supports a …

[图书][B] Automated improvement of software architecture models for performance and other quality attributes

A Koziolek - 2014 - books.google.com
Quality attributes, such as performance or reliability, are crucial for the success of a software
system and largely influenced by the software architecture. Their quantitative prediction …

Facilitating performance predictions using software components

J Happe, H Koziolek, R Reussner - IEEE software, 2011 - ieeexplore.ieee.org
Component-based software engineering (CBSE) poses challenges for predicting and
evaluating software performance but also offers several advantages. Software performance …

Automatic derivation of a product performance model from a software product line model

R Tawhid, DC Petriu - 2011 15th international software product …, 2011 - ieeexplore.ieee.org
We propose to integrate performance analysis in the early phases of the model-driven
development process for Software Product Lines (SPL). We start with a multi-view UML …

Performance and reliability prediction for evolving service-oriented software systems: Industrial experience report

H Koziolek, B Schlich, S Becker, M Hauck - Empirical Software …, 2013 - Springer
During software system evolution, software architects intuitively trade off the different
architecture alternatives for their extra-functional properties, such as performance …

Modeling event-based communication in component-based software architectures for performance predictions

C Rathfelder, B Klatt, K Sachs, S Kounev - Software & Systems Modeling, 2014 - Springer
Event-based communication is used in different domains including telecommunications,
transportation, and business information systems to build scalable distributed systems. Such …

Statistical inference of software performance models for parametric performance completions

J Happe, D Westermann, K Sachs, L Kapová - … Conference on the Quality …, 2010 - Springer
Software performance engineering (SPE) enables software architects to ensure high
performance standards for their applications. However, applying SPE in practice is still …

[图书][B] Modelling event-based interactions in component-based architectures for quantitative system evaluation

C Rathfelder - 2014 - books.google.com
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 …

Software performance modeling

DC Petriu, M Alhaj, R Tawhid - International School on Formal Methods for …, 2012 - Springer
Ideally, a software development methodology should include both the ability to specify non-
functional requirements and to analyze them starting early in the lifecycle; the goal is to …

Stateful component-based performance models

L Happe, B Buhnova, R Reussner - Software & Systems Modeling, 2014 - Springer
The accuracy of performance-prediction models is crucial for widespread adoption of
performance prediction in industry. One of the essential accuracy-influencing aspects of …