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 …

Data caching optimization in the edge computing environment

Y Liu, Q He, D Zheng, X Xia, F Chen… - IEEE transactions on …, 2020 - ieeexplore.ieee.org
With the rapid increase in the use of mobile devices in people's daily lives, mobile data traffic
is exploding in recent years. In the edge computing environment where edge servers are …

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 …

Edge assisted DASH video caching mechanism for multi-access edge computing

S Kumar, DS Vineeth - 2018 IEEE International Conference …, 2018 - ieeexplore.ieee.org
Proliferation in mobile devices and the increase in video data consumption on these devices
has led to an unprecedented surge of data usage in mobile networks. It is both challenging …

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 …

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 …

Leveraging Graph Theory for Efficient Cache Policy Design in Video Streaming

A Saadallah, P Brunet, I El-Korbi… - … 2023-2023 IEEE …, 2023 - ieeexplore.ieee.org
Immersive systems and 360^∘ video have grown in popularity in recent years. Nevertheless,
due to the high bandwidth needs and massive size of these videos, streaming them presents …

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 …

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 …

Graph-based data caching optimization for edge computing

X Xia, F Chen, Q He, G Cui, P Lai, M Abdelrazek… - Future generation …, 2020 - Elsevier
Edge computing has emerged as a new computing paradigm that allows computation and
storage resources in the cloud to be distributed to edge servers. Those edge servers are …