A survey on mobile edge computing for video streaming: Opportunities and challenges
5G communication brings substantial improvements in the quality of service provided to
various applications by achieving higher throughput and lower latency. However, interactive …
various applications by achieving higher throughput and lower latency. However, interactive …
[HTML][HTML] A comprehensive review of 5G NR RF-EMF exposure assessment technologies: fundamentals, advancements, challenges, niches, and implications
This review offers a detailed examination of the current landscape of radio frequency (RF)
electromagnetic field (EMF) assessment tools, ranging from spectrum analyzers and …
electromagnetic field (EMF) assessment tools, ranging from spectrum analyzers and …
From 5G to 6G technology: meets energy, internet-of-things and machine learning: a survey
Due to the rapid development of the fifth-generation (5G) applications, and increased
demand for even faster communication networks, we expected to witness the birth of a new …
demand for even faster communication networks, we expected to witness the birth of a new …
Optimal volumetric video streaming with hybrid saliency based tiling
J Li, C Zhang, Z Liu, R Hong… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Volumetric video enables a six-degree-of-freedom (6DoF) immersive viewing experience
and has a wide range of applications in entertainment and education, among others. Most …
and has a wide range of applications in entertainment and education, among others. Most …
HiTDL: High-throughput deep learning inference at the hybrid mobile edge
Deep neural networks (DNNs) have become a critical component for inference in modern
mobile applications, but the efficient provisioning of DNNs is non-trivial. Existing mobile-and …
mobile applications, but the efficient provisioning of DNNs is non-trivial. Existing mobile-and …
Zero-touch networks: Towards next-generation network automation
The Zero-touch network and Service Management (ZSM) framework represents an
emerging paradigm in the management of the fifth-generation (5G) and Beyond (5G+) …
emerging paradigm in the management of the fifth-generation (5G) and Beyond (5G+) …
5G traffic prediction based on deep learning
Z Gao - Computational Intelligence and Neuroscience, 2022 - Wiley Online Library
The demand of wireless access users is increasing explosively. The 5G network traffic is
increasing exponentially and showing a trend of diversity and heterogeneity, which makes …
increasing exponentially and showing a trend of diversity and heterogeneity, which makes …
Split federated learning for 6G enabled-networks: Requirements, challenges and future directions
Sixth-generation (6G) networks anticipate intelligently supporting a wide range of smart
services and innovative applications. Such a context urges a heavy usage of Machine …
services and innovative applications. Such a context urges a heavy usage of Machine …
Reliable detection of location spoofing and variation attacks
Location spoofing is a critical attack in mobile communications. While several previous
studies investigated the detection of location spoofing attacks, they are limited in their …
studies investigated the detection of location spoofing attacks, they are limited in their …
Graft: Efficient inference serving for hybrid deep learning with SLO guarantees via DNN re-alignment
Deep neural networks (DNNs) have been widely adopted for various mobile inference tasks,
yet their ever-increasing computational demands are hindering their deployment on …
yet their ever-increasing computational demands are hindering their deployment on …