Contemporary advances in multi-access edge computing: A survey of fundamentals, architecture, technologies, deployment cases, security, challenges, and directions

M Mahbub, RM Shubair - Journal of Network and Computer Applications, 2023 - Elsevier
With advancements of cloud technologies Multi-Access Edge Computing (MEC) emerged as
a remarkable edge-cloud technology to provide computing facilities to resource-restrained …

JORA: Blockchain-based efficient joint computing offloading and resource allocation for edge video streaming systems

S Yuan, J Li, C Wu - Journal of Systems Architecture, 2022 - Elsevier
Edge computing has been widely applied in video streaming systems, aiming to provide low-
latency video streaming services. However, limited resources and a lack of incentivization …

Deep reinforcement learning for real-time assembly planning in robot-based prefabricated construction

A Zhu, T Dai, G Xu, P Pauwels… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
The adoption of robotics is promising to improve the efficiency, quality, and safety of
prefabricated construction. Besides technologies that improve the capability of a single …

Joint front–edge–cloud IoVT analytics: Resource-effective design and scheduling

Y Chen, T Zhao, P Cheng, M Ding… - IEEE Internet of Things …, 2022 - ieeexplore.ieee.org
A tremendous amount of visual data are bing collected by the Internet of Video Things (IoVT)
systems in which ubiquitous cameras deployed in cities enable new applications in the …

On-policy vs. off-policy deep reinforcement learning for resource allocation in open radio access network

N Hammami, KK Nguyen - 2022 IEEE Wireless …, 2022 - ieeexplore.ieee.org
Recently, Deep Reinforcement Learning (DRL) has increasingly been used to solve
complex problems in mobile networks. There are two main types of DRL models: off-policy …

An energy-efficient computing offloading framework for blockchain-enabled video streaming systems

S Yuan, J Li, Y Zhu, C Wu, Y Ding - GLOBECOM 2022-2022 …, 2022 - ieeexplore.ieee.org
Blockchain and edge computing have been widely applied in video streaming systems.
However, previous works lack a joint consideration of video redundancy and full utilization of …

Image Analysis Oriented Integrated Sensing and Communication via Intelligent Reflecting Surface

N Huang, C Dou, Y Wu, L Qian… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Integrated sensing and communication (ISAC) provides a promising paradigm for future
beyond 5G (B5G) and 6G networks. As an important application of edge intelligence, image …

[PDF][PDF] Multimedia IoT-surveillance optimization model using mobile-edge authentic computing

FS Alamri, K Haseeb, T Saba… - Mathematical …, 2023 - pdfs.semanticscholar.org
Smart technologies are advancing the development of cutting-edge systems by exploring
the future network. The Internet of Things (IoT) and many multimedia sensors interact with …

Enhancement of edge-based surveillance videos based on bilateral filtering

S Chen, J Xu, Q Wu - Computer Communications, 2024 - Elsevier
Digital pictures are modified during the process of image enhancement to provide outcomes
that are more suited for display or additional image analysis. Up to now, many achievements …

A Deep Reinforcement Learning-Based Optimal Transmission Control Method for Streaming Videos

Y Yang, Y Xiao - IEEE Access, 2024 - ieeexplore.ieee.org
Time delay and image quality degradation are main challenges faced by streaming video
transmission. How to make adaptive planning for transmission schemes according to …