50 citations · 90 across the 10 of their papers we have counts for
4 papers · 1 filter
Forming Ensembles at Runtime: A Machine Learning Approach
Tomáš Bureš, Ilias Gerostathopoulos, Petr Hnětynka +1
Smart system applications (SSAs) built on top of cyber-physical and socio-technical systems are increasingly composed of components that can work both autonomously and by cooperati…
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…
Characterizing Technical Debt and Antipatterns in AI-Based Systems: A Systematic Mapping Study
Justus Bogner, Roberto Verdecchia, Ilias Gerostathopoulos
Background: With the rising popularity of Artificial Intelligence (AI), there is a growing need to build large and complex AI-based systems in a cost-effective and manageable way.…
MEDAL: An AI-driven Data Fabric Concept for Elastic Cloud-to-Edge Intelligence
Vasileios Theodorou, Ilias Gerostathopoulos, Iyad Alshabani +2
Current Cloud solutions for Edge Computing are inefficient for data-centric applications, as they focus on the IaaS/PaaS level and they miss the data modeling and operations perspe…