Blockchain-empowered federated learning: Challenges, solutions, and future directions
Federated learning is a privacy-preserving machine learning technique that trains models
across multiple devices holding local data samples without exchanging them. There are …
across multiple devices holding local data samples without exchanging them. There are …
Resource scheduling in edge computing: A survey
With the proliferation of the Internet of Things (IoT) and the wide penetration of wireless
networks, the surging demand for data communications and computing calls for the …
networks, the surging demand for data communications and computing calls for the …
Blockchain intelligence for internet of vehicles: Challenges and solutions
With the development of communication and networking technologies, the Internet of
Vehicles (IoV) has become the foundation of smart transportation. The development of …
Vehicles (IoV) has become the foundation of smart transportation. The development of …
Edge and fog computing for IoT: A survey on current research activities & future directions
Abstract The Internet of Things (IoT) allows communication between devices, things, and
any digital assets that send and receive data over a network without requiring interaction …
any digital assets that send and receive data over a network without requiring interaction …
Convergence of edge computing and deep learning: A comprehensive survey
Ubiquitous sensors and smart devices from factories and communities are generating
massive amounts of data, and ever-increasing computing power is driving the core of …
massive amounts of data, and ever-increasing computing power is driving the core of …
Decentralized edge intelligence: A dynamic resource allocation framework for hierarchical federated learning
To enable the large scale and efficient deployment of Artificial Intelligence (AI), the
confluence of AI and Edge Computing has given rise to Edge Intelligence, which leverages …
confluence of AI and Edge Computing has given rise to Edge Intelligence, which leverages …
A survey of blockchain technology applied to smart cities: Research issues and challenges
In recent years, the rapid urbanization of world's population causes many economic, social,
and environmental problems, which affect people's living conditions and quality of life …
and environmental problems, which affect people's living conditions and quality of life …
Integrated blockchain and edge computing systems: A survey, some research issues and challenges
Blockchain, as the underlying technology of crypto-currencies, has attracted significant
attention. It has been adopted in numerous applications, such as smart grid and Internet-of …
attention. It has been adopted in numerous applications, such as smart grid and Internet-of …
Deep learning in mobile and wireless networking: A survey
The rapid uptake of mobile devices and the rising popularity of mobile applications and
services pose unprecedented demands on mobile and wireless networking infrastructure …
services pose unprecedented demands on mobile and wireless networking infrastructure …
Blockchained on-device federated learning
By leveraging blockchain, this letter proposes a blockchained federated learning (BlockFL)
architecture where local learning model updates are exchanged and verified. This enables …
architecture where local learning model updates are exchanged and verified. This enables …