Welcome to my personal home page. Here you find latest information about my work and whereabouts.
My home page at Bosch can be found here.
Research Interests
Knowledge Engineering
- Knowledge Representation using Semantic Technologies (i.e. RDF, RDFS, SKOS, etc.)
- Knowledge Management for Data Lakes (using Knowledge Graphs and Queries based on SPARQL)
- Combining knowledge-based and data-driven ML/AI
Internet of Things and Services
- Network Architecture and Protocols
- M2M and Machine Type Communication (3G/LTE, WiFi, ZigBee, etc.)
- Cloud Computing and Big Data Processing
- Self-organization and -optimization, extensibility, openness
- Security and Privacy
Mobile Networks
- 4G/5G Mobile Networks
- (Distributed) Mobility Management (IP-based)
- Small Cell Networks (incl. Femtocells)
- User Plane Congestion Management
- Application-aware traffic engineering/optimization
- LTE SON (self-organizing & -optimizing networks)
- Mobile Backhaul (Transport SON, dynamic resource management)
- Content distribution and delivery enhancements
Cloud Networking
- Network Function Virtualization (virtualized EPC and Cloud RAN)
- Dynamic resource scaling (resource elasticity)
- Function/VM migration (improved resilience)
- End-to-end cloud resource control and optimization
- Smart network function placement
Software Defined Networking
- OpenFlow in Carrier Networks
- Centralized network control and network abstraction
- Northbound interface (new network control paradigm)
- Programmable Networks (Ph.D. Thesis)
