The advents of ubiquitous computing in the development of smart cities—A review on the internet of things (IoT)
By leveraging ubiquitous computing and the Internet of Things (IoT), smart cities gain
potential to provide a wider range of services. Different homogeneous and heterogeneous …
potential to provide a wider range of services. Different homogeneous and heterogeneous …
Personalized online federated learning for IoT/CPS: Challenges and future directions
VC Gogineni, S Werner, F Gauthier… - IEEE Internet of …, 2022 - ieeexplore.ieee.org
In recent years, federated learning (FL) has emerged as a powerful paradigm for distributed
learning thanks to its privacy-preserving capabilities. With the use of FL, a network of edge …
learning thanks to its privacy-preserving capabilities. With the use of FL, a network of edge …
In-edge ai: Intelligentizing mobile edge computing, caching and communication by federated learning
Recently, along with the rapid development of mobile communication technology, edge
computing theory and techniques have been attracting more and more attention from global …
computing theory and techniques have been attracting more and more attention from global …
A step toward next-generation advancements in the internet of things technologies
The Internet of Things (IoT) devices generate a large amount of data over networks;
therefore, the efficiency, complexity, interfaces, dynamics, robustness, and interaction need …
therefore, the efficiency, complexity, interfaces, dynamics, robustness, and interaction need …
Federated learning and next generation wireless communications: A survey on bidirectional relationship
In order to meet the extremely heterogeneous requirements of the next generation wireless
communication networks, research community is increasingly dependent on using machine …
communication networks, research community is increasingly dependent on using machine …
Intelligent resource management at the edge for ubiquitous IoT: An SDN-based federated learning approach
The ubiquitous nature of Internet of Things (IoT) devices has posited many challenges that
need innovative solutions in the 5G era. Software defined networks (SDNs) are becoming …
need innovative solutions in the 5G era. Software defined networks (SDNs) are becoming …
Machine intelligence techniques for next-generation context-aware wireless networks
The next generation wireless networks (ie 5G and beyond), which would be extremely
dynamic and complex due to the ultra-dense deployment of heterogeneous networks …
dynamic and complex due to the ultra-dense deployment of heterogeneous networks …
[PDF][PDF] EdgeAI: A vision for distributed, edge-native artificial intelligence in future 6G networks
Edge computing, a key part of the upcoming 5G mobile networks and future 6G
technologies, promises to distribute cloud applications while providing more bandwidth and …
technologies, promises to distribute cloud applications while providing more bandwidth and …
A joint decentralized federated learning and communications framework for industrial networks
Industrial wireless networks are pushing towards distributed architectures moving beyond
traditional server-client transactions. Paired with this trend, new synergies are emerging …
traditional server-client transactions. Paired with this trend, new synergies are emerging …
Enabling AI in future wireless networks: A data life cycle perspective
Recent years have seen rapid deployment of mobile computing and Internet of Things (IoT)
networks, which can be mostly attributed to the increasing communication and sensing …
networks, which can be mostly attributed to the increasing communication and sensing …