A review on the edge caching mechanisms in the mobile edge computing: A social-aware perspective

M Reiss-Mirzaei, M Ghobaei-Arani, L Esmaeili - Internet of Things, 2023 - Elsevier
In recent years, we have witnessed the rapid development of the 5G technology, the
computing capabilities of smartphones, and the use of these technologies and types of smart …

Applying machine learning techniques for caching in next-generation edge networks: A comprehensive survey

J Shuja, K Bilal, W Alasmary, H Sinky… - Journal of Network and …, 2021 - Elsevier
Edge networking is a complex and dynamic computing paradigm that aims to push cloud re-
sources closer to the end user improving responsiveness and reducing backhaul traffic …

Edge-cloud collaboration enabled video service enhancement: A hybrid human-artificial intelligence scheme

D Wu, R Bao, Z Li, H Wang, H Zhang… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
In this paper, a video service enhancement strategy is investigated under an edge-cloud
collaboration framework, where video caching and delivery decisions are made at the cloud …

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
Edge computing provides the potential to improve users' Quality of Experience (QoE) in ever-
increasing video delivery. However, existing edge-based solutions cannot fully utilize the …

CoPUP: Content popularity and user preferences aware content caching framework in mobile edge computing

M Yasir, SK uz Zaman, T Maqsood, F Rehman… - Cluster …, 2023 - Springer
Mobile edge computing (MEC) enables intelligent content caching at the network edge to
reduce traffic and enhance content delivery efficiency. In MEC architecture, popular content …

Online content popularity prediction and learning in wireless edge caching

N Garg, M Sellathurai, V Bhatia… - IEEE Transactions …, 2019 - ieeexplore.ieee.org
Caching popular contents in advance is an important technique to achieve low latency and
reduce the backhaul costs in future wireless communications. Considering a network with …

A survey on optimizing mobile delivery of 360° videos: Edge caching and multicasting

M Mahmoud, S Rizou, AS Panayides… - IEEE …, 2023 - ieeexplore.ieee.org
Recently, there has been an ever-growing demand for virtual reality (VR) and 360° video
applications. Different from conventional 2D videos, 360° videos take users into an …

A comprehensive review on edge caching from the perspective of total process: Placement, policy and delivery

H Wu, Y Fan, Y Wang, H Ma, L Xing - Sensors, 2021 - mdpi.com
With the explosive growth of smart devices and mobile applications, mobile core networks
face the challenge of exponential growth in traffic and computing demand. Edge caching is …

Measurement of a large-scale short-video service over mobile and wireless networks

Y Zhang, Y Liu, L Guo, JYB Lee - IEEE Transactions on Mobile …, 2022 - ieeexplore.ieee.org
Short-video sharing services have seen explosive growth in recent years. Compared to
conventional video sharing platforms, these have very different characteristics which are far …

Proactive content caching in edge computing environment: A review

R Aghazadeh, A Shahidinejad… - Software: Practice …, 2023 - Wiley Online Library
Edge computing environment provides processing capability and computing at the network
edge and close to users. Edge equipment includes small data centers that locally perform …