Edge computing with artificial intelligence: A machine learning perspective
Recent years have witnessed the widespread popularity of Internet of things (IoT). By
providing sufficient data for model training and inference, IoT has promoted the development …
providing sufficient data for model training and inference, IoT has promoted the development …
Machine learning meets computation and communication control in evolving edge and cloud: Challenges and future perspective
Mobile Edge Computing (MEC) is considered an essential future service for the
implementation of 5G networks and the Internet of Things, as it is the best method of …
implementation of 5G networks and the Internet of Things, as it is the best method of …
Time-varying convex optimization: Time-structured algorithms and applications
Optimization underpins many of the challenges that science and technology face on a daily
basis. Recent years have witnessed a major shift from traditional optimization paradigms …
basis. Recent years have witnessed a major shift from traditional optimization paradigms …
A survey of privacy-preserving offloading methods in mobile-edge computing
T Li, X He, S Jiang, J Liu - Journal of Network and Computer Applications, 2022 - Elsevier
By moving computing resources to the network logical edge, mobile edge computing is
promising for providing low-latency computing services to mobile users, and task offloading …
promising for providing low-latency computing services to mobile users, and task offloading …
Denial of service attacks in edge computing layers: Taxonomy, vulnerabilities, threats and solutions
Edge computing has emerged as the dominant communication technology connecting IoT
and cloud, offering reduced latency and harnessing the potential of edge devices. However …
and cloud, offering reduced latency and harnessing the potential of edge devices. However …
Energy efficient secure computation offloading in NOMA-based mMTC networks for IoT
In the era of Internet of Everything, massive connectivity and various demands of latency for
Internet of Things (IoT) devices will be supported by the massive machine type …
Internet of Things (IoT) devices will be supported by the massive machine type …
Systematic review on security and privacy requirements in edge computing: State of the art and future research opportunities
Edge computing is a promising paradigm that enhances the capabilities of cloud computing.
In order to continue patronizing the computing services, it is essential to conserve a good …
In order to continue patronizing the computing services, it is essential to conserve a good …
Learning and management for Internet of Things: Accounting for adaptivity and scalability
Internet of Things (IoT) envisions an intelligent infrastructure of networked smart devices
offering task-specific monitoring and control services. The unique features of IoT include …
offering task-specific monitoring and control services. The unique features of IoT include …
Detection and prevention of DDoS attacks on edge computing of IoT devices through reinforcement learning
The limited resource and computation capacity of an IoT device always being a target vector
for intruders to use to steal sensitive data from the device. Computational problems were …
for intruders to use to steal sensitive data from the device. Computational problems were …
Intelligent jamming defense using DNN Stackelberg game in sensor edge cloud
To ensure an accurate power allocation against increasing intelligent jamming attacks on
the offloading link of computation tasks, we investigate interactions between a cluster head …
the offloading link of computation tasks, we investigate interactions between a cluster head …