Xrl-shap-cache: an explainable reinforcement learning approach for intelligent edge service caching in content delivery networks

X Xu, F Wu, M Bilal, X Xia, W Dou, L Yao… - Science China …, 2024 - Springer
Content delivery networks (CDNs) play a pivotal role in the modern internet infrastructure by
enabling efficient content delivery across diverse geographical regions. As an essential …

Mobile edge vertical applications using ETSI MEC APIs and sandbox

R Nikbakht, M Dalgitsis… - … IEEE Conference on …, 2022 - ieeexplore.ieee.org
MEC Sandbox is an excellent tool that simulates wireless networks and deploys ETSI Multi-
access Edge Computing (MEC) APIs on top of the simulated wireless network. In this demo …

DACOD360: Deadline-Aware Content Delivery for 360-Degree Video Streaming Over MEC Networks

X Tan, S Wang, X Xu, Q Zheng… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
The proliferation of 360-degree video applications has brought significant challenges to
existing networks. To meet the requirements of high transmission rate, low interaction …

Machine Learning-based Edge Caching for Video Streaming in 5G Networks

A BenMimoune - 2023 IEEE 8th International Conference on …, 2023 - ieeexplore.ieee.org
The advent of 5G networks has brought significant advancements in the Quality of Service
(QoS) provided to various applications, including video streaming. However, the increasing …

[HTML][HTML] Метод повышения информационной ценности видеоданных на основе фильтрации кадров и оценки энтропии

АД Обухов, МС Николюкин - Научно-технический вестник …, 2023 - cyberleninka.ru
Введение. Применение современных систем видеонаблюдения сопряжено с
решением задач мониторинга деятельности персонала и соблюдения …

Method for increasing the information value of video data based on the removal of redundant frames and entropy estimation

D Obukhov Artyom - Journal Scientific and Technical Of Information …, 2023 - ntv.ifmo.ru
The use of modern video surveillance systems is associated with solving the tasks of
monitoring the activities of personnel and compliance with the technological process based …