Learning software configuration spaces: A systematic literature review
Most modern software systems (operating systems like Linux or Android, Web browsers like
Firefox or Chrome, video encoders like ffmpeg, x264 or VLC, mobile and cloud applications …
Firefox or Chrome, video encoders like ffmpeg, x264 or VLC, mobile and cloud applications …
Performance-influence models for highly configurable systems
Almost every complex software system today is configurable. While configurability has many
benefits, it challenges performance prediction, optimization, and debugging. Often, the …
benefits, it challenges performance prediction, optimization, and debugging. Often, the …
[HTML][HTML] Visualizations for the evolution of Variant-Rich Systems: A systematic mapping study
Abstract Context: Variant-Rich Systems (VRSs), such as Software Product Lines or variants
created through clone & own, aim at reusing existing assets. The long lifespan of families of …
created through clone & own, aim at reusing existing assets. The long lifespan of families of …
Variability-aware performance prediction: A statistical learning approach
Configurable software systems allow stakeholders to derive program variants by selecting
features. Understanding the correlation between feature selections and performance is …
features. Understanding the correlation between feature selections and performance is …
Transfer learning for performance modeling of configurable systems: An exploratory analysis
Modern software systems provide many configuration options which significantly influence
their non-functional properties. To understand and predict the effect of configuration options …
their non-functional properties. To understand and predict the effect of configuration options …
Search based software engineering for software product line engineering: a survey and directions for future work
This paper presents a survey of work on Search Based Software Engineering (SBSE) for
Software Product Lines (SPLs). We have attempted to be comprehensive, in the sense that …
Software Product Lines (SPLs). We have attempted to be comprehensive, in the sense that …
Clafer: unifying class and feature modeling
We present Clafer (cla ss, fe ature, r eference), a class modeling language with first-class
support for feature modeling. We designed Clafer as a concise notation for meta-models …
support for feature modeling. We designed Clafer as a concise notation for meta-models …
Learning to sample: Exploiting similarities across environments to learn performance models for configurable systems
Most software systems provide options that allow users to tailor the system in terms of
functionality and qualities. The increased flexibility raises challenges for understanding the …
functionality and qualities. The increased flexibility raises challenges for understanding the …
Unicorn: Reasoning about configurable system performance through the lens of causality
Modern computer systems are highly configurable, with the total variability space sometimes
larger than the number of atoms in the universe. Understanding and reasoning about the …
larger than the number of atoms in the universe. Understanding and reasoning about the …
Clafer tools for product line engineering
M Antkiewicz, K Bąk, A Murashkin, R Olaechea… - Proceedings of the 17th …, 2013 - dl.acm.org
Clafer is a lightweight yet expressive language for structural modeling: feature modeling and
configuration, class and object modeling, and metamodeling. Clafer Tools is an integrated …
configuration, class and object modeling, and metamodeling. Clafer Tools is an integrated …