Time-Constrained Synchronization Protocol for Digital Twins over mMTC-enabled 6G Networks
Presentation / Conference Contribution
Cakir, L. V., Duran, K., Thomson, C. J., & Canberk, B. (2025, June)
Time-Constrained Synchronization Protocol for Digital Twins over mMTC-enabled 6G Networks. Presented at IEEE International Conference on Communications (IEEE ICC), Montreal, Canada
GenTwin: Generative AI-Powered Digital Twinning for Adaptive Management in IoT Networks
Journal Article
Duran, K., Shin, H., Duong, T. Q., & Canberk, B. (2025)
GenTwin: Generative AI-Powered Digital Twinning for Adaptive Management in IoT Networks. IEEE Transactions on Cognitive Communications and Networking, 11(2), 1053-1063. https://doi.org/10.1109/tccn.2025.3527719
The dramatic increase in smart services makes adaptive management of communication networks more critical. Especially for Internet of Things (IoT) networks, adaptive managemen...
Q-CSM: Q-Learning-based Cognitive Service Management in Heterogeneous IoT Networks
Presentation / Conference Contribution
Duran, K., Ozdem, M., Gursu, K., & Canberk, B. (2024, November)
Q-CSM: Q-Learning-based Cognitive Service Management in Heterogeneous IoT Networks. Presented at 2024 IEEE 10th World Forum on Internet of Things (WFIoT2024), Ottawa, Canada
The dramatic increase in the number of smart services and their diversity poses a significant challenge in Internet of Things (IoT) networks: heterogeneity. This causes signif...
Digital Twin-Based Collaborative Management for Energy-Aware 6G IoT Systems
Presentation / Conference Contribution
Duran, K., & Canberk, B. (2025, March)
Digital Twin-Based Collaborative Management for Energy-Aware 6G IoT Systems. Presented at IEEE Wireless Communications and Networking Conference (WCNC), Milan, Italy
Machine Learning for Smart Healthcare Management Using IoT
Book Chapter
Yigit, Y., Duran, K., Moradpoor, N., Maglaras, L., Van Huynh, N., & Canberk, B. (in press)
Machine Learning for Smart Healthcare Management Using IoT. In IoT and ML for Information Management: A Smart Healthcare Perspective. Springer
The convergence of Machine Learning (ML) and the Internet of Things (IoT) has brought about a paradigm shift in healthcare, ushering in a new era of intelligent healthcare man...
6G-Enabled DTaaS (Digital Twin as a Service) for Decarbonized Cities
Presentation / Conference Contribution
Duran, K., Ak, E., Yurdakul, G., & Canberk, B. (2023, May)
6G-Enabled DTaaS (Digital Twin as a Service) for Decarbonized Cities. Presented at 2023 IEEE International Conference on Communications Workshops (ICC Workshops), Rome, Italy
With the excessive rise in the environmental pollution in cities, governments have begun to make global agreements to reach zero carbon emission levels. Though collecting data...
T6CONF: Digital Twin Networking Framework for IPv6-Enabled Net-Zero Smart Cities
Journal Article
Ak, E., Duran, K., Dobre, O. A., Duong, T. Q., & Canberk, B. (2023)
T6CONF: Digital Twin Networking Framework for IPv6-Enabled Net-Zero Smart Cities. IEEE Communications Magazine, 61(3), 36-42. https://doi.org/10.1109/mcom.003.2200315
An efficient serving of predictive management and what-if-analysis of smart cities is the only way to achieve a net-zero waste target. With the aid of the enhanced learning ca...