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

Autor: Caldas, Ricardo Diniz, Rodrigues, Arthur, Gil, Eric Bernd, Rodrigues, Genaína Nunes, Vogel, Thomas, Pelliccione, Patrizio

Publikováno v: IEEE/ACM 15th International Symposium on Software Engineering for Adaptive and Self-Managing Systems (SEAMS 2020)

Control theoretical techniques have been successfully adopted as methods for self-adaptive systems design to provide formal guarantees about the effectiveness and robustness of adaptation mechanisms. However, the computational effort to obtain guaran

Externí odkaz: http://arxiv.org/abs/2004.11793

A Learning Approach to Enhance Assurances for Real-Time Self-Adaptive Systems

Autor: Rodrigues, Arthur, Caldas, Ricardo Diniz, Rodrigues, Genaína Nunes, Vogel, Thomas, Pelliccione, Patrizio

Publikováno v: SEAMS'18: 13th International Symposium on Software Engineering for Adaptive and Self-Managing Systems, May 28-29, 2018, Gothenburg, Sweden

The assurance of real-time properties is prone to context variability. Providing such assurance at design time would require to check all the possible context and system variations or to predict which one will be actually used. Both cases are not via

Externí odkaz: http://arxiv.org/abs/1804.00994

Taming Uncertainty in the Assurance Process of Self-Adaptive Systems: a Goal-Oriented Approach.

Autor: Solano, Gabriela F&U#233;lix, Caldas, Ricardo Diniz, Rodrigues, Genaílna Nunes z, Vogel, Thomas, Chalmers, Patrizio Pelliccione

Publikováno v: ACM Transactions on Software Engineering & Methodology; Jun2019, Vol. 28 Issue 3, p89-99, 11p