Network-aware AutoML framework for software-defined sensor networks

E Horsanali, Y Yigit, G Secinti… - … Computing in Sensor …, 2021 - ieeexplore.ieee.org
As the current detection solutions of distributed denial of service attacks (DDoS) need
additional infrastructures to handle high aggregate data rates, they are not suitable for …

GenTwin: Generative AI-Powered Digital Twinning for Adaptive Management in IoT Networks

K Duran, H Shin, TQ Duong… - IEEE Transactions on …, 2025 - ieeexplore.ieee.org
The dramatic increase in smart services makes adaptive management of communication
networks more critical. Especially for Internet of Things (IoT) networks, adaptive …

Generative AI-enabled Digital Twins for 6G-enhanced Smart Cities

K Duran, LV Cakir, M Ozdem, K Gursu… - arXiv preprint arXiv …, 2024 - arxiv.org
6G networks are envisioned to enable a wide range of applications, such as autonomous
vehicles and smart cities. However, this rapid expansion of network topologies makes the …

Q-CSM: Q-Learning-based Cognitive Service Management in Heterogeneous IoT Networks

K Duran, M Ozdem, K Gursu… - 2024 IEEE 10th World …, 2024 - ieeexplore.ieee.org
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 significant quality …

Ai-driven partial topology discovery algorithm for broadband networks

K Duran, B Karanlik, B Canberk - 2021 IEEE 18th Annual …, 2021 - ieeexplore.ieee.org
Complete topology discovery is the most important MAC service in broadband networks but
it holds spatial and temporal complexities for the network-wide, ie in the data link layer it …

DTRAN: A Special Use Case of RAN Optimization using Digital Twin

C Tunc, K Duran, B Bilgin, G Kalem… - arXiv preprint arXiv …, 2024 - arxiv.org
The emergence of beyond 5G (B5G) and 6G networks underscores the critical role of
advanced computer-aided tools, such as network digital twins (DTs), in fostering …

The simulation of wireless body temperature monitoring system based on Internet of Things

J Cui, J Cao, Y Chen, G Chang - Journal of Computational …, 2024 - journals.sagepub.com
Traditional body temperature monitoring technology has some problems, such as inaccurate
manual reading, unable to monitor continuously for a long time, and difficult data storage …

Caching and Containerization of IP Address Allocation Process in 5G Core Networks for Performance Improvements

NA Tuan, TQ Hung, NT Hung, NT Dong… - 2023 17th …, 2023 - ieeexplore.ieee.org
We present the implementation of a caching system within the IP Allocation Service of the
5G Core Networks. The IP allocation service is one of many services in the Session …