Intelligent video caching at network edge: A multi-agent deep reinforcement learning approach

F Wang, F Wang, J Liu, R Shea… - IEEE INFOCOM 2020 …, 2020 - ieeexplore.ieee.org
… We consider a typical edge caching scenario for mobile video streaming, as illustrated in Fig…
in our edge caching context since we need to select a set of video content to cache for each …

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
… of video caching, computing, and streaming in wireless edge-C3. Specifically, we … of video
edge-C3 solutions to efficiently process, cache, and stream videos in future wireless networks. …

Understanding performance of edge content caching for mobile video streaming

G Ma, Z Wang, M Zhang, J Ye… - IEEE Journal on …, 2017 - ieeexplore.ieee.org
… cellularbased edge network caching solutions, and we discuss the potential improvement
on mobile video streaming to today’s wireless networks. Based on our edge network traces …

Adaptive bitrate video caching and processing in mobile-edge computing networks

TX Tran, D Pompili - IEEE Transactions on Mobile Computing, 2018 - ieeexplore.ieee.org
… a multi-bitrate video caching framework in which different variants of the video are generated
(via transcoding) and stored at the cache nodes, thus requiring minimal video decoding at …

Edge caching for layered video contents in mobile social networks

Z Su, Q Xu, F Hou, Q Yang, Q Qi - IEEE Transactions on …, 2017 - ieeexplore.ieee.org
… price, the available capacity of cache nodes, and the social … edge caching scheme to
cache layered videos. First, a framework to cache layered videos is presented in which a cache

Collaborative social-aware and QoE-driven video caching and adaptation in edge network

Y Chiang, CH Hsu, HY Wei - IEEE Transactions on Multimedia, 2020 - ieeexplore.ieee.org
… rative MEC cache architecture, jointly optimizing video cache and video adaptation problem…
caching decision of edge nodes and performing real-time video transcoding on each edge

Video super-resolution and caching—An edge-assisted adaptive video streaming solution

A Zhang, Q Li, Y Chen, X Ma, L Zou… - IEEE Transactions …, 2021 - ieeexplore.ieee.org
… -resolution and edge caching to improve … edge-based ABR algorithm that makes bitrate
and video chunk source decisions by considering network conditions, QoE objectives, and edge

Collaborative multi-bitrate video caching and processing in mobile-edge computing networks

TX Tran, P Pandey, A Hajisami… - … on-demand network …, 2017 - ieeexplore.ieee.org
… In this paper, we envisage the use of MEC servers for enabling video caching and processing.
The concept of MEC cache server is similar to the cache proxy server in the Internet [25], …

QoE-driven mobile edge caching placement for adaptive video streaming

C Li, L Toni, J Zou, H Xiong… - IEEE Transactions on …, 2017 - ieeexplore.ieee.org
videos and the coordination among distributed edge servers. Then, by the optimal caching
placement of representations for multiple videos, we maximize the aggregate average video

Autosight: Distributed edge caching in short video network

Y Zhang, P Li, Z Zhang, B Bai, G Zhang, W Wang… - … Network, 2020 - ieeexplore.ieee.org
… , suggesting that joint caching over multiple edges can improve QoE, which … mobile videos,
we focus the short video network on edge servers with unique user access pattern and video