Fast MIMO Beamforming via Deep Reinforcement Learning for High Mobility mmWave Connectivity
Future 5G/6G wireless networks will be increasingly using millimeter waves (mmWaves) where fast and efficient beamforming is vital for providing continuous service […]
Energy-Efficient Model Compression and Splitting for Collaborative Inference Over Time-Varying Channels
Today’s intelligent applications can achieve high performance accuracy using machine learning (ML) techniques, such as deep neural networks (DNNs). Traditionally, in a […]
CAD3
Speeding, slowing down, and sudden acceleration are the leading causes of fatal accidents on highways. Anomalous driving behavior detection can improve road […]
5G Edge Computing Enhanced Mobile Augmented Reality
Physical world enhancements through virtually drawn annotations on mobile devices are a core component of mobile augmented reality (MAR) experiences. However, resource […]
Health-BlockEdge
The rapid evolution of technology allows the healthcare sector to adopt intelligent, context-aware, secure, and ubiquitous healthcare services. Together with the global […]
EDISON
Spatio-temporal interpolation provides estimates of observations in unobserved locations and time slots. In smart cities, interpolation helps to provide a fine-grained contextual […]
Concept Drift Adaptation Techniques in Distributed Environment for Real-World Data Streams
Real-world data streams pose a unique challenge to the implementation of machine learning (ML) models and data analysis. A notable problem that […]
SDN Enhanced Resource Orchestration of Containerized Edge Applications for Industrial IoT
With the rise of the Industrial Internet of Things (IIoT), there is an intense pressure on resource and performance optimization leveraging on […]
Edge Computing for Industrial IoT
The evolution from local toward virtualized data storage computing applications and services — in the forms of Internet of Things (IoT) Everything […]
BlockEdge
Industry 4.0 encompasses a promise of a new industrial revolution in terms of providing secure, intelligent, autonomous and self-adaptive industrial IoT (IIoT) […]