164 citations · 351 across the 29 of their papers we have counts for
9 papers · 1 filter
Report on A Formally-Founded Model-Based Approach to Engineer Self-Adaptive Systems
Danny Weyns, Usman Iftikhar
Self-adaptive systems manage themselves to deal with uncertainties that can only be resolved during operation. A common approach to realize self-adaptation is by adding a feedback…
Lifelong Computing
Danny Weyns, Thomas Bäck, Renè Vidal +2
Computing systems form the backbone of many aspects of our life, hence they are becoming as vital as water, electricity, and road infrastructures for our society. Yet, engineering…
Towards Mapping Control Theory and Software Engineering Properties using Specification Patterns
Ricardo Caldas, Razan Ghzouli, Alessandro V. Papadopoulos +3
A traditional approach to realize self-adaptation in software engineering (SE) is by means of feedback loops. The goals of the system can be specified as formal properties that are…
How do we Evaluate Self-adaptive Software Systems?
Ilias Gerostathopoulos, Thomas Vogel, Danny Weyns +1
With the increase of research in self-adaptive systems, there is a need to better understand the way research contributions are evaluated. Such insights will support researchers to…
Towards Better Adaptive Systems by Combining MAPE, Control Theory, and Machine Learning
Danny Weyns, Bradley Schmerl, Masako Kishida +5
Two established approaches to engineer adaptive systems are architecture-based adaptation that uses a Monitor-Analysis-Planning-Executing (MAPE) loop that reasons over architectura…
On the Impact of Applying Machine Learning in the Decision-Making of Self-Adaptive Systems
Omid Gheibi, Danny Weyns, Federico Quin
Recently, we have been witnessing an increasing use of machine learning methods in self-adaptive systems. Machine learning methods offer a variety of use cases for supporting self-…