A survey on multi-access edge computing applied to video streaming: Some research issues and challenges

X Jiang, FR Yu, T Song… - … Surveys & Tutorials, 2021 - ieeexplore.ieee.org
Driven by the quality of experience (QoE) requirement of video streaming applications in the
smart city, smart education, immersive service, and connected vehicle scenarios, the …

Applying machine learning techniques for caching in next-generation edge networks: A comprehensive survey

J Shuja, K Bilal, W Alasmary, H Sinky… - Journal of Network and …, 2021 - Elsevier
Edge networking is a complex and dynamic computing paradigm that aims to push cloud re-
sources closer to the end user improving responsiveness and reducing backhaul traffic …

A contemporary survey on live video streaming from a computation-driven perspective

NN Dao, AT Tran, NH Tu, TT Thanh, VNQ Bao… - ACM Computing …, 2022 - dl.acm.org
Live video streaming services have experienced significant growth since the emergence of
social networking paradigms in recent years. In this scenario, adaptive bitrate streaming …

Digital twin based user-centric resource management for multicast short video streaming

X Huang, W Wu, S Hu, M Li, C Zhou… - IEEE Journal of …, 2023 - ieeexplore.ieee.org
Multicast short video streaming (MSVS) can effectively reduce network traffic load by
delivering identical video sequences to multiple users simultaneously. The existing MSVS …

Addressing challenges of distance learning in the pandemic with edge intelligence enabled multicast and caching solution

K Bilal, J Shuja, A Erbad, W Alasmary, E Alanazi… - Sensors, 2022 - mdpi.com
The COVID-19 pandemic has affected the world socially and economically changing
behaviors towards medical facilities, public gatherings, workplaces, and education …

Applying machine learning techniques for caching in edge networks: A comprehensive survey

J Shuja, K Bilal, W Alasmary, H Sinky… - arXiv preprint arXiv …, 2020 - arxiv.org
Edge networking is a complex and dynamic computing paradigm that aims to push cloud
resources closer to the end user improving responsiveness and reducing backhaul traffic …

Multicast at edge: An edge network architecture for service-less crowdsourced live video multicast

K Zahoor, K Bilal, A Erbad, A Mohamed… - IEEE Access, 2021 - ieeexplore.ieee.org
Using smartphones, tablets, and other portable/handheld devices, we have become more
reliant on the video streaming services for entertainment and remote work. Mobile data traffic …

COCAM: a cooperative video edge caching and multicasting approach based on multi-agent deep reinforcement learning in multi-clouds environment

R Shi, Q Fan, S Fu, X Zhang, X Li, M Chen - Journal of Cloud Computing, 2023 - Springer
The evolution of the Internet of Things technology (IoT) has boosted the drastic increase in
network traffic demand. Caching and multicasting in the multi-clouds scenario are effective …

Generation of Low-Delay and High-Stability Multicast Tree.

D Li, Z Wang, Y Wei, J Yao, Y Tan… - Computers …, 2023 - search.ebscohost.com
Delay and stability are two key factors that affect the performance of multicast data
transmission in a network. However, current algorithms of tree generation hardly meet the …

QoE-assured live video streaming based on coalition game in 5G eMBMS networks

X Tan, S Li, Y Liu, Q Zheng, D Liu - 2021 IEEE/ACM 29th …, 2021 - ieeexplore.ieee.org
The scenario that quantities of users subscribing to a same live video content cluster
together in a spatially local area poses challenges to cellular operators even in 5G unicast …