Ultra-low latency (ULL) networks: The IEEE TSN and IETF DetNet standards and related 5G ULL research

A Nasrallah, AS Thyagaturu, Z Alharbi… - … Surveys & Tutorials, 2018 - ieeexplore.ieee.org
Many network applications, eg, industrial control, demand ultra-low latency (ULL). However,
traditional packet networks can only reduce the end-to-end latencies to the order of tens of …

From serendipity to sustainable green IoT: Technical, industrial and political perspective

MF Tuysuz, R Trestian - Computer Networks, 2020 - Elsevier
Abstract Recently, Internet of Things (IoT) has become one of the largest electronics market
for hardware production due to its fast evolving application space. However, one of the key …

Impact of big data analytics and ChatGPT on cybersecurity

P Sharma, B Dash - 2023 4th International Conference on …, 2023 - ieeexplore.ieee.org
Every day, network assaults and cyber threats get more sophisticated, and the worldwide
number of attacks increases, as do the approaches and methods used to infiltrate business …

[HTML][HTML] Smart traffic shaping based on distributed reinforcement learning for multimedia streaming over 5G-VANET communication technology

AA Ahmed, SJ Malebary, W Ali, OM Barukab - Mathematics, 2023 - mdpi.com
Vehicles serve as mobile nodes in a high-mobility MANET technique known as the vehicular
ad hoc network (VANET), which is used in urban and rural areas as well as on highways …

An innovative reinforcement learning-based framework for quality of service provisioning over multimedia-based sdn environments

A Al-Jawad, IS Comşa, P Shah… - IEEE Transactions …, 2021 - ieeexplore.ieee.org
Within the current global context, the coronavirus pandemic has led to an unprecedented
surge in the Internet traffic, with most of the traffic represented by video. The improved wired …

QoE-based mobility-aware collaborative video streaming on the edge of 5G

MF Tuysuz, ME Aydin - IEEE Transactions on Industrial …, 2020 - ieeexplore.ieee.org
Today's Internet traffic is dominated by video streaming applications transmitted through
wireless/cellular interfaces of mobile devices. Although ultrahigh-definition videos are now …

An innovative machine-learning-based scheduling solution for improving live UHD video streaming quality in highly dynamic network environments

IS Comşa, GM Muntean… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
The latest advances in terms of network technologies open up new opportunities for high-
end applications, including using the next generation video streaming technologies. As …

360 Mulsemedia: A way to improve subjective QoE in 360 videos

A Covaci, R Trestian, EB Saleme, IS Comsa… - Proceedings of the 27th …, 2019 - dl.acm.org
Previous research has shown that adding multisensory media-mulsemedia-to traditional
audiovisual content has a positive effect on user Quality of Experience (QoE). However, the …

5MART: A 5G SMART scheduling framework for optimizing QoS through reinforcement learning

IS Comșa, R Trestian, GM Muntean… - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
The massive growth in mobile data traffic and the heterogeneity and stringency of Quality of
Service (QoS) requirements of various applications have put significant pressure on the …

[HTML][HTML] A reinforcement learning-based routing for real-time multimedia traffic transmission over software-defined networking

M Al Jameel, T Kanakis, S Turner, A Al-Sherbaz… - Electronics, 2022 - mdpi.com
Recently, video streaming services consumption has grown massively and is foreseen to
increase even more in the future. The tremendous traffic usage has negatively impacted the …