7 papers
The Network That Thinks: Kraken* and the Dawn of Cognitive 6G
Ian F. Akyildiz, TuÄçe Bilen
Future sixth-generation (6G) networks must evolve beyond high-speed data delivery to support intelligent, context-aware services. Emerging applications such as autonomous transport…
A Modular DTaaS Architecture for Predictive Slice Management in 6G Systems
TuÄçe Bilen, Mehmet Ãzdem
The sixth generation (6G) of wireless networks will require fundamentally new orchestration paradigms to meet stringent requirements for ultra-low latency, high reliability, and pe…
Knowledge Defined Networking for 6G: A Reinforcement Learning Example for Resource Management
Erol KoçoÄlu, Mehmet Ozdem, TuÄçe Bilen
6G networks are expected to revolutionize connectivity, offering significant improvements in speed, capacity, and smart automation. However, existing network designs will struggle…
AUV-Assisted Underwater 6G: Environmental Modeling and Multi-Stage Optimization
Mustafa Yavuz Engin, Mehmet Ozdem, TuÄçe Bilen
This study presents a simulation model for underwater 6G networks, focusing on the optimized placement of sensors, AUVs, and hubs. The network architecture consists of fixed hub st…
Knowledge-Defined and Twin-Assisted Network Management for 6G
TuÄçe Bilen, Mehmet Ãzdem
The increasing complexity, dynamism, and heterogeneity of 6G networks demand management systems that can reason proactively and generalize beyond pre-defined cases. In this paper,…
A Modular KDN-Based Framework for IT/OT Autonomy in Industrial Systems
TuÄçe Bilen, Mehmet Ozdem
The convergence of Information Technology (IT) and Operational Technology (OT) is a critical enabler for achieving autonomous and intelligent industrial systems. However, the incre…