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
Future wireless networks will provide high-bandwidth, low-latency, and ultra-reliable Internet
connectivity to meet the requirements of different applications, ranging from virtual reality to …

Wireless video caching and dynamic streaming under differentiated quality requirements

M Choi, J Kim, J Moon - IEEE Journal on Selected Areas in …, 2018 - ieeexplore.ieee.org
This paper considers one-hop device-to-device-assisted wireless caching networks that
cache video files of varying quality levels, with the assumption that the base station can …

Markov decision policies for dynamic video delivery in wireless caching networks

M Choi, A No, M Ji, J Kim - IEEE Transactions on Wireless …, 2019 - ieeexplore.ieee.org
This paper proposes a video delivery strategy for dynamic streaming services which
maximizes time-average streaming quality under a playback delay constraint in wireless …

Caching scalable videos in the edge of wireless cellular networks

X Zhang, Y Ren, T Lv, L Hanzo - IEEE Network, 2022 - ieeexplore.ieee.org
By pre-fetching popular videos into the local caches of edge nodes, wireless edge caching
provides an effective means of reducing repeated content deliveries. To meet the various …

Tile-based joint caching and delivery of 360 videos in heterogeneous networks

P Maniotis, E Bourtsoulatze… - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
The recent surge of applications involving the use of 360° video challenges mobile networks
infrastructure, as 360° video files are of significant size, and current delivery and edge …

[HTML][HTML] Caching, transcoding, delivery and learning for advanced video streaming services

M Choi, T Xiang, H Lim, Y Kim, M Ahn, S Oh, H Kim - ICT Express, 2024 - Elsevier
Online video services are responsible for a large amount of global data traffic, which is why
wireless video caching has become a major focus in order to deal with the increasing …

Toward inference delivery networks: Distributing machine learning with optimality guarantees

TS Salem, G Castellano, G Neglia… - IEEE/ACM …, 2023 - ieeexplore.ieee.org
An increasing number of applications rely on complex inference tasks that are based on
machine learning (ML). Currently, there are two options to run such tasks: either they are …

Energy-efficient caching for scalable videos in heterogeneous networks

X Zhang, T Lv, W Ni, JM Cioffi… - IEEE Journal on …, 2018 - ieeexplore.ieee.org
By suppressing repeated content deliveries, wireless caching has the potential to
substantially improve the energy efficiency (EE) of the fifth-generation communication …

Distributed caching algorithms in the realm of layered video streaming

K Poularakis, G Iosifidis, A Argyriou… - IEEE Transactions …, 2018 - ieeexplore.ieee.org
Distributed caching architectures have been proposed for bringing content close to
requesters, and the key problem is to design caching algorithms for reducing content …

Economical caching for scalable videos in cache-enabled heterogeneous networks

X Zhang, T Lv, Y Ren, W Ni… - IEEE Journal on …, 2019 - ieeexplore.ieee.org
We develop the optimal economical caching schemes in cache-enabled heterogeneous
networks, while delivering multimedia video services with personalized viewing qualities to …