selected publications

• academic article

  • Online model learning for self-aware computing infrastructures.  Journal of Systems and Software.  147:1-16. 2019
  • Modeling run-time adaptation at the system architecture level in dynamic service-oriented environments.  Service-oriented computing and applications.  8:73-89. 2013
  • Towards Online Performance Model Extraction in Virtualized Environments. 2013
  • Self-Aware Software and Systems Engineering: A Vision and Research Roadmap.  Softwaretechnik-Trends.  31. 2011

• conference paper

  • A Reference Architecture for Online Performance Model Extraction in Virtualized Environments 2016
  • Enriching software architecture models with statistical models for performance prediction in modern storage environments 2014
  • Platform-as-a-Service Architecture for Performance Isolated Multi-tenant Applications 2014
  • Performance queries for architecture-level performance models 2014
  • A generic approach for architecture-level performance modeling and prediction of virtualized storage systems 2013
  • S/T/A: Meta-Modeling Run-Time Adaptation in Component-Based System Architectures 2012
  • Modeling parameter and context dependencies in online architecture-level performance models 2012
  • ARCHITECTURAL CONCERNS IN MULTI-TENANT SaaS APPLICATIONS 2012
  • Towards Self-Aware Performance and Resource Management in Modern Service-Oriented Systems 2010