Adaptive Systems and Processes
Adaptation = Adjustment at Runtime
An adaptive system is capable of autonomously adjusting its structure and behavior during operation. This allows it to react to changes in its operating environment, its quality attributes, and its requirements. A simple example is an online shop: Under heavy load, it can deactivate the resource-intensive generation of personalized product recommendations to achieve the required response time.
Research Topics
- Machine Learning for Predictive Process Monitoring
- Proactive Decision Support and Process Adaptation ("Prescriptive Monitoring")
- Explainable AI for Adaptive Systems
