Model-Driven Online Capacity Management for Component-Based Software Systems
Buch in deiner Nähe kaufen
Beschreibung
Capacity management is a core activity when designing and operating distributed software systems. Particularly, enterprise application systems are exposed to highly varying workloads. Employing static capacity management, this leads to unnecessarily high total cost of ownership due to poor resource usage efficiency.
This thesis introduces a model-driven online capacity management approach for distributed component-based software systems, called SLAstic. The core contributions of this approach are a) modeling languages to capture relevant architectural information about a controlled software system, b) an architecture-based online capacity management framework based on the common MAPE-K control loop architecture, c) model-driven techniques supporting the automation of the approach, d) architectural runtime reconfiguration operations for controlling a system’s capacity, as well as e) an integration of the Palladio Component Model. A qualitative and quantitative evaluation of the approach is performed by case studies, lab experiments, and simulation.
Autor*in
André van Hoorn
André van Hoorn is a researcher with the Institute of Software Technology at the University of Stuttgart. Previously, he was a researcher with the Software Engineering Groups at Kiel University and the University of Oldenburg. André received his degree in Computer Science from the University of Oldenburg. His research interests are in the areas of software architecture, software performance engineering, and software reengineering.