Distance-based sampling of software configuration spaces

C Kaltenecker, A Grebhahn… - 2019 IEEE/ACM 41st …, 2019 - ieeexplore.ieee.org
Configurable software systems provide a multitude of configuration options to adjust and
optimize their functional and non-functional properties. For instance, to find the fastest …

Causality in configurable software systems

C Dubslaff, K Weis, C Baier, S Apel - Proceedings of the 44th …, 2022 - dl.acm.org
Detecting and understanding reasons for defects and inadvertent behavior in software is
challenging due to their increasing complexity. In configurable software systems, the …

The interplay of sampling and machine learning for software performance prediction

C Kaltenecker, A Grebhahn, N Siegmund… - IEEE Software, 2020 - ieeexplore.ieee.org
Artificial intelligence has gained considerable momentum in software engineering, but there
are major challenges that make this domain special. We review recent advances, raise …

White-box performance-influence models: A profiling and learning approach

M Weber, S Apel, N Siegmund - 2021 IEEE/ACM 43rd …, 2021 - ieeexplore.ieee.org
Many modern software systems are highly configurable, allowing the user to tune them for
performance and more. Current performance modeling approaches aim at finding …

Exploring differences and commonalities between feature flags and configuration options

J Meinicke, CP Wong, B Vasilescu… - Proceedings of the ACM …, 2020 - dl.acm.org
Feature flags for continuous deployment and configuration options for customizing software
share many similarities, both conceptually and technically. However, neither academic nor …

Static data-flow analysis for software product lines in C: Revoking the preprocessor's special role

PD Schubert, P Gazzillo, Z Patterson, J Braha… - Automated Software …, 2022 - Springer
Many critical codebases are written in C, and most of them use preprocessor directives to
encode variability, effectively encoding software product lines. These preprocessor …

Seal: integrating program analysis and repository mining

F Sattler, S Böhm, PD Schubert, N Siegmund… - ACM Transactions on …, 2023 - dl.acm.org
Software projects are complex technical and organizational systems involving large
numbers of artifacts and developers. To understand and tame software complexity, a wide …

Efficient static analysis and verification of featured transition systems

MH ter Beek, F Damiani, M Lienhardt… - Empirical Software …, 2022 - Springer
Abstract A Featured Transition System (FTS) models the behaviour of all products of a
Software Product Line (SPL) in a single compact structure, by associating action-labelled …

Performance evolution of configurable software systems: an empirical study

C Kaltenecker, S Mühlbauer, A Grebhahn… - Empirical Software …, 2023 - Springer
As a software system evolves, its performance can improve or degrade over time.
Performance evolution is especially delicate in configurable software systems, where …

On the benefits and limits of incremental build of software configurations: an exploratory study

GA Randrianaina, X Tërnava, DE Khelladi… - Proceedings of the 44th …, 2022 - dl.acm.org
Software projects use build systems to automate the compilation, testing, and continuous
deployment of their software products. As software becomes increasingly configurable, the …