6 papers
A Modular DTaaS Architecture for Predictive Slice Management in 6G Systems
Tuğçe Bilen, Mehmet Özdem
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 Koçoğlu, Mehmet Ozdem, Tuğçe 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, Tuğçe 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
Tuğçe Bilen, Mehmet Özdem
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
Tuğçe 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…
Federated Edge Learning for Predictive Maintenance in 6G Small Cell Networks
Yusuf Emir Sezgin, Mehmet Özdem, Tuğçe Bilen
The rollout of 6G networks introduces unprecedented demands for autonomy, reliability, and scalability. However, the transmission of sensitive telemetry data to central servers rai…