Live MPEG-DASH video streaming cache management with cognitive mobile edge computing

HY Weng, RH Hwang, CF Lai - Journal of Ambient Intelligence and …, 2020 - Springer
Video streaming is expected to account for up to 82% of network traffic by 2021 according to
the forecast of CISCO's Visual Networking Index. Dynamic Adaptive Streaming over HTTP …

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
With the emerging demand for high-definition videos in recent years, Multi-access Edge
Computing (MEC) has become a promising solution to leverage Quality of Experience (QoE) …

Deep learning enabled dynamic reactive video caching in mobile edge networks

C Sun, J Zhou, X Zhou, X Zhang… - 2018 IEEE International …, 2018 - ieeexplore.ieee.org
The dynamic video streaming adaption and caching has been widely adopted in the
proposals of future network, fulfilling the ever-increasing demand for seamless high …

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 …

Survey on advanced video streaming with multi-access edge computing

H Kim, M Kim, J Paek - 2022 13th International Conference on …, 2022 - ieeexplore.ieee.org
Video streaming market has been growing rapidly for the past two decades. YouTube and
Netflix, for example, are part of everyday life for many of us. Although network bandwidth has …

A more refined mobile edge cache replacement scheme for adaptive video streaming with mutual cooperation in multi-mec servers

X Huang, L He, X Chen, G Liu… - 2020 IEEE International …, 2020 - ieeexplore.ieee.org
Instead of only focusing on the hit ratio of the videos cached in Mobile Edge Computing
(MEC) server, we propose a more refined video segment content and client statusbased …

Collaborative Caching and Scheduling for Live Streaming in Mobile Edge Computing

A Chen, T Zhang, K Zhu - ICC 2023-IEEE International …, 2023 - ieeexplore.ieee.org
With the vigorous increase in live video traffic today, more and more live users require low-
latency high-quality video streaming. To this end, there have been many Adaptive Bitrate …

Pccp: Proactive video chunks caching and processing in edge networks

E Baccour, A Erbad, K Bilal, A Mohamed… - Future Generation …, 2020 - Elsevier
Abstract Mobile Edge Computing (MEC) networks have been proposed to extend the cloud
services and bring the cloud computing capabilities near the end-users at the Mobile Base …

EDCrammer: An efficient caching rate-control algorithm for streaming data on resource-limited edge nodes

Y Kim, EN Huh - applied sciences, 2019 - mdpi.com
This paper explores data caching as a key factor of edge computing. State-of-the-art
research of data caching on edge nodes mainly considers reactive and proactive caching …

Radio network-aware edge caching for video delivery in MEC-enabled cellular networks

Y Tan, C Han, M Luo, X Zhou… - 2018 IEEE Wireless …, 2018 - ieeexplore.ieee.org
With the rapid development of Mobile Internet, online Video-on-Demand (VoD) services,
primarily 4K video, grow tremendously with the key performance indicators of lower latency …