QoE-traffic optimization through collaborative edge caching in adaptive mobile video streaming

A Mehrabi, M Siekkinen, A Ylä-Jaaski - IEEE Access, 2018 - ieeexplore.ieee.org
Multi-access edge computing has been proposed as a promising approach to localize the
access of mobile clients to the network edges, therefore, reducing significantly the traffic …

Live video streaming with joint user association and caching placement in mobile edge computing

WY Chen, PY Chou, CY Wang… - 2020 International …, 2020 - ieeexplore.ieee.org
Mobile live video streaming is expected to become mainstream in the fifth-generation (5G)
mobile networks. To boost the Quality of Experience (QoE) of live video streaming services …

CVC: A collaborative video caching framework based on federated learning at the edge

Y Li, S Hu, G Li - IEEE Transactions on Network and Service …, 2021 - ieeexplore.ieee.org
With the rapid development of Internet social media platforms and the popularization of
smart terminal devices, video services such as short videos have surged. However, the …

RAN-aware adaptive video caching in multi-access edge computing networks

S Kumar, SV Doddala, AA Franklin, J Jin - Journal of Network and …, 2020 - Elsevier
Videos are expected to be a primary contributor to an anticipated massive surge in mobile
network data. Caching the videos within the mobile network can significantly reduce the …

Optimizing Media Streaming in Edge-Cloud Systems: Leveraging Geography and User Behavior

Q Luo, J Deng, L Luo - 2023 IEEE 23rd International …, 2023 - ieeexplore.ieee.org
With the burgeoning prevalence of short videos on the Internet, the design of video caching
mechanisms has become a critical foundation for efficient short video distribution. However …

[HTML][HTML] Collaborative hierarchical caching and transcoding in edge network with CE-D2D communication

E Baccour, A Erbad, A Mohamed, M Guizani… - Journal of Network and …, 2020 - Elsevier
To support multimedia applications, Mobile Edge Computing (MEC) servers offer storage
and computing capacities to handle videos close to end-users. However, the high load in …

Design and implementation of adaptive-bitrate-streaming-based edge caching

Y Li, H Tu, G Zhou, T Li, Y Wang… - 2022 IEEE 95th …, 2022 - ieeexplore.ieee.org
Edge caching has been widely recognized as a key technology for multimedia services.
However, the storage resource of the edge servers are severely restricted compared to the …

Consolidated caching with cache splitting and trans-rating in mobile edge computing networks

S Kumar, AA Franklin - 2017 IEEE International Conference on …, 2017 - ieeexplore.ieee.org
The contribution of video content in mobile data traffic is predicted to increase over the
coming years. If the network is not managed efficiently, this huge amount of data will …

[HTML][HTML] A Novel Distributed Media Caching Technique for Seamless Video Streaming in Multi-Access Edge Computing Networks

E Osei-Mensah, SKS Thabet, C Luo, E Asiedu-Ayeh… - Applied Sciences, 2022 - mdpi.com
Online video is anticipated to be the largest fraction of all mobile network traffic aside from
the huge processing tasks imposed on networks by the billions of IoT devices, causing …

Dynamic Clustering for Low-Delay Delivery of Video Content Cached in MEC Servers

A Doostmohammadi, MR Khayyambashi… - IEEE Systems …, 2023 - ieeexplore.ieee.org
For the purpose of video caching and low-delay video delivery to the end-users, multiaccess
edge computing (MEC) servers are commonly grouped into clusters to efficiently exploit the …