Machine learning-powered encrypted network traffic analysis: a comprehensive survey

M Shen, K Ye, X Liu, L Zhu, J Kang… - … Surveys & Tutorials, 2022 - ieeexplore.ieee.org
Traffic analysis is the process of monitoring network activities, discovering specific patterns,
and gleaning valuable information from network traffic. It can be applied in various fields …

Video caching, analytics, and delivery at the wireless edge: A survey and future directions

B Jedari, G Premsankar, G Illahi… - … Surveys & Tutorials, 2020 - ieeexplore.ieee.org
Future wireless networks will provide high-bandwidth, low-latency, and ultra-reliable Internet
connectivity to meet the requirements of different applications, ranging from virtual reality to …

Beyond throughput, the next generation: A 5G dataset with channel and context metrics

D Raca, D Leahy, CJ Sreenan, JJ Quinlan - Proceedings of the 11th …, 2020 - dl.acm.org
In this paper, we present a 5G trace dataset collected from a major Irish mobile operator. The
dataset is generated from two mobility patterns (static and car), and across two application …

A graph neural network-based digital twin for network slicing management

H Wang, Y Wu, G Min, W Miao - IEEE Transactions on Industrial …, 2020 - ieeexplore.ieee.org
Network slicing has emerged as a promising networking paradigm to provide resources
tailored for Industry 4.0 and diverse services in 5G networks. However, the increased …

[HTML][HTML] The current situation and future prospects of simulators in dental education

Y Li, H Ye, F Ye, Y Liu, L Lv, P Zhang, X Zhang… - Journal of Medical …, 2021 - jmir.org
The application of virtual reality has become increasingly extensive as this technology has
developed. In dental education, virtual reality is mainly used to assist or replace traditional …

[HTML][HTML] SDN and NFV for QoE-driven multimedia services delivery: The road towards 6G and beyond networks

AA Barakabitze, R Walshe - Computer Networks, 2022 - Elsevier
The concept for developing the future mobile communication systems has been explored in
recent years with a vision towards 5G and 6G systems. Meeting performance targets such as …

Mobile collaborative secrecy performance prediction for artificial IoT networks

L Xu, X Zhou, X Li, RH Jhaveri… - IEEE Transactions …, 2021 - ieeexplore.ieee.org
The integration of artificial intelligence and Internet of Things (IoT) has promoted the rapid
development of artificial IoT (AIoT) networks. A wide range of AIoT applications have …

[HTML][HTML] Technical study on 5G using soft computing methods

J Divakaran, S Malipatil, T Zaid, M Pushpalatha… - Scientific …, 2022 - hindawi.com
With increasing advancements in the field of telecommunication, the attainment of a higher
data transfer rate is essentially a greater need to meet high-performance communication …

5G mixed mode: NR multicast-broadcast services

E Garro, M Fuentes, JL Carcel, H Chen… - IEEE Transactions …, 2020 - ieeexplore.ieee.org
This work presents a potential solution for enabling the use of multicast in the 5G New Radio
Release 17, called 5G NR Mixed Mode. The proposed multicast/broadcast mode follows …

Low-permittivity and high-Q value Li2Mg3Ti1-x (Zn1/3Nb2/3) xO6 microwave dielectric ceramics for microstrip antenna applications in 5G millimeter wave

Y Zhan, L Li - Journal of Alloys and Compounds, 2021 - Elsevier
With the development of 5G technology, millimeter wave communication has gradually
attracted the attention of scholars. In order to meet the requirements of wireless …