Service assurance
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:
- Resource management
- Scheduling, caching & load-balancing
- Fault-tolerance
System modelling
I investigate modelling methods to describe distributed systems such as enterprise networks, edge and cloud architectures.
Research interests:
- Graph neural networks
- Generative models
- Queueing theory
- Markov chains