Quality-of-Service
I work extensively on performance and reliability of ICT systems. My work focuses on decision problems arising in resource provisioning, optimal design, and QoS/SLA management.
Research interests:
- Scheduling and orchestration algorithms (incl. serverless, microservics, agentic AI/MCP)
- Inference serving (incl., early-exits, layer skipping, collaborative inference)
- QoS optimization in cloud continuum architectures (Cloud/Edge/IoT)
System modelling
I investigate modelling methods to describe distributed systems such as enterprise networks, cloud continuum architectures, and their applications.
Research interests:
- Graph neural networks
- Stochastic models (e.g., Markov chains, queueing theory)
- Multi-layer networks
More details on recent and ongoing research topics are available on the QORE lab research page.