[HTML][HTML] Federated learning in edge computing: a systematic survey
Edge Computing (EC) is a new architecture that extends Cloud Computing (CC) services
closer to data sources. EC combined with Deep Learning (DL) is a promising technology …
closer to data sources. EC combined with Deep Learning (DL) is a promising technology …
Edge-cloud computing and artificial intelligence in internet of medical things: architecture, technology and application
L Sun, X Jiang, H Ren, Y Guo - IEEE Access, 2020 - ieeexplore.ieee.org
With the booming development of medical informatization and the ubiquitous connections in
the fifth generation mobile communication technology (5G) era, the heterogeneity and …
the fifth generation mobile communication technology (5G) era, the heterogeneity and …
Dynamic-fusion-based federated learning for COVID-19 detection
Medical diagnostic image analysis (eg, CT scan or X-Ray) using machine learning is an
efficient and accurate way to detect COVID-19 infections. However, the sharing of diagnostic …
efficient and accurate way to detect COVID-19 infections. However, the sharing of diagnostic …
Partial computation offloading and adaptive task scheduling for 5G-enabled vehicular networks
A variety of novel mobile applications are developed to attract the interests of potential users
in the emerging 5G-enabled vehicular networks. Although computation offloading and task …
in the emerging 5G-enabled vehicular networks. Although computation offloading and task …
Real-time mask identification for COVID-19: An edge-computing-based deep learning framework
During the outbreak of the Coronavirus disease 2019 (COVID-19), while bringing various
serious threats to the world, it reminds us that we need to take precautions to control the …
serious threats to the world, it reminds us that we need to take precautions to control the …
Distributed and dynamic service placement in pervasive edge computing networks
The explosive growth of mobile devices promotes the prosperity of novel mobile
applications, which can be realized by service offloading with the assistance of edge …
applications, which can be realized by service offloading with the assistance of edge …
Multi-agent imitation learning for pervasive edge computing: A decentralized computation offloading algorithm
Pervasive edge computing refers to one kind of edge computing that merely relies on edge
devices with sensing, storage and communication abilities to realize peer-to-peer offloading …
devices with sensing, storage and communication abilities to realize peer-to-peer offloading …
Intrusion detection for secure social internet of things based on collaborative edge computing: a generative adversarial network-based approach
The Social Internet of Things (SIoT) now penetrates our daily lives. As a strategy to alleviate
the escalation of resource congestion, collaborative edge computing (CEC) has become a …
the escalation of resource congestion, collaborative edge computing (CEC) has become a …
Accurate detection and localization of unmanned aerial vehicle swarms-enabled mobile edge computing system
Unmanned aerial vehicle (UAV) swarms-enabled mobile edge computing system can be
deployed in critical industrial zones for monitoring. Meanwhile, its malicious use may bring …
deployed in critical industrial zones for monitoring. Meanwhile, its malicious use may bring …
Digital twin empowered content caching in social-aware vehicular edge networks
K Zhang, J Cao, S Maharjan… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
The rapid proliferation of smart vehicles along with the advent of powerful applications bring
stringent requirements on massive content delivery. Although vehicular edge caching can …
stringent requirements on massive content delivery. Although vehicular edge caching can …