most citedA Hybrid Approach Combining Control Theory and AI for Engineering Self-Adaptive Systems

28 citations · 76 across the 8 of their papers we have counts for

collaborators

12 papers

cs.SE2020

Bet and Run for Test Case Generation

Sebastian Müller, Thomas Vogel, Lars Grunske

Anyone working in the technology sector is probably familiar with the question: "Have you tried turning it off and on again?", as this is usually the default question asked by tech…

cs.SE2020

Evolutionary Grammar-Based Fuzzing

Martin Eberlein, Yannic Noller, Thomas Vogel +1

A fuzzer provides randomly generated inputs to a targeted software to expose erroneous behavior. To efficiently detect defects, generated inputs should conform to the structure of…

cs.SE2020

Micro-controllers: Promoting Structurally Flexible Controllers in Self-Adaptive Software Systems

B. R. Siqueira, F. C. Ferrari, T. Vogel +1

To promote structurally flexible controllers in self-adaptive software systems, this paper proposes the use of micro-controllers. Instead of generic monolithic controllers, like Ra…

cs.SE202014 cited

Improving Scalability and Reward of Utility-Driven Self-Healing for Large Dynamic Architectures

Sona Ghahremani, Holger Giese, Thomas Vogel

Self-adaptation can be realized in various ways. Rule-based approaches prescribe the adaptation to be executed if the system or environment satisfies certain conditions. They resul…

cs.SE20209 cited

Towards Bridging the Gap between Control and Self-Adaptive System Properties

Javier Cámara, Alessandro V. Papadopoulos, Thomas Vogel +4

Two of the main paradigms used to build adaptive software employ different types of properties to capture relevant aspects of the system's run-time behavior. On the one hand, contr…

cs.SE202028 cited

A Hybrid Approach Combining Control Theory and AI for Engineering Self-Adaptive Systems

Ricardo Diniz Caldas, Arthur Rodrigues, Eric Bernd Gil +3

Control theoretical techniques have been successfully adopted as methods for self-adaptive systems design to provide formal guarantees about the effectiveness and robustness of ada…