Information fusion on delivery: A survey on the roles of mobile edge caching systems

TV Nguyen, AT Tran, NN Dao, H Moon, S Cho - Information Fusion, 2023 - Elsevier
Edge caching, which offers application versatility and a range of benefits, has exerted a
significant impact on the adoption and development of fifth-generation networks and …

Mobility-aware proactive edge caching for large files in the internet of vehicles

G Yu, Y He, J Wu, Z Chen, J Pan - IEEE Internet of Things …, 2023 - ieeexplore.ieee.org
By shifting the requested content to the edge in the Internet of Vehicles (IoV), edge caching
is expected to be an effective solution to satisfy the low latency and high-reliability …

Computing offloading with fairness guarantee: a deep reinforcement learning method

H Hao, C Xu, W Zhang, S Yang… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Edge computing can reduce service latency and save backhaul bandwidth by completing
services at network edges, providing support for diverse computation-intensive and delay …

VC-PPQ: privacy-preserving Q-learning based video caching optimization in mobile edge networks

Z Zhang, T Cao, X Wang, H Xiao… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Mobile edge caching has great advantages in alleviating video traffic pressure and reducing
transmission delay, which is considered as a hopeful solution to improve video resource …

Machine learning at the mobile edge: The case of dynamic adaptive streaming over http (dash)

R Behravesh, A Rao, DF Perez-Ramirez… - … on Network and …, 2022 - ieeexplore.ieee.org
Dynamic Adaptive Streaming over HTTP (DASH) is a standard for delivering video in
segments and adapting each segment's bitrate (quality), to adjust to changing and limited …

Diversity-Driven Proactive Caching for Mobile Networks

Y Zhang, R Wang, Y Wang, M Chen… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Content caching in mobile networks is a highly promising technology for reducing traffic load
latency and energy consumption levels. Its fundamental goal is to satisfy the supply-and …

Proactive content caching scheme in urban vehicular networks

B Feng, C Feng, D Feng, Y Wu… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Stream media content caching is a key enabling technology to promote the value chain of
future urban vehicular networks. Nevertheless, the high mobility of vehicles, intermittency of …

Online learning algorithms for context-aware video caching in D2D edge networks

Q Xia, Z Jiao, Z Xu - IEEE Transactions on Parallel and …, 2023 - ieeexplore.ieee.org
With the emergence of various short video platforms such as TikTok and Instagram, coupled
with the accelerated pace of people's lives, people are spending more time sharing and …

A proactive on-demand content placement strategy in edge intelligent gateways

H Sun, Y Chen, K Sha, S Huang… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Bandwidth-intensive applications transmit large-scale video data in the network. It causes
backhaul bottlenecks and affects user experience. Deploying edge cache on an access …

A mobile edge caching strategy for video grouping in vehicular networks

R Yang, S Guo - 2021 13th International Conference on …, 2021 - ieeexplore.ieee.org
With the continuous boom in video services and advanced computing, the requirements of
mobile users for network resource and performance are rising steadily. Mobile edge …