167 citations · 187 across the 20 of their papers we have counts for
7 papers · 1 filter
Distributed Deep Learning at the Edge: A Novel Proactive and Cooperative Caching Framework for Mobile Edge Networks
Yuris Mulya Saputra, Dinh Thai Hoang, Diep N. Nguyen +3
This letter proposes two novel proactive cooperative caching approaches using deep learning (DL) to predict users' content demand in a mobile edge caching network. In the first app…
2D Proactive Uplink Resource Allocation Algorithm for Event Based MTC Applications
Thai T. Vu, Diep N. Nguyen, Eryk Dutkiewicz
We propose a two dimension (2D) proactive uplink resource allocation (2D-PURA) algorithm that aims to reduce the delay/latency in event-based machine-type communications (MTC) appl…
Offloading Energy Efficiency with Delay Constraint for Cooperative Mobile Edge Computing Networks
Thai T. Vu, Nguyen Van Huynh, Dinh Thai Hoang +2
We propose a novel edge computing network architecture that enables edge nodes to cooperate in sharing computing and radio resources to minimize the total energy consumption of mob…
A Novel Mobile Edge Network Architecture with Joint Caching-Delivering and Horizontal Cooperation
Yuris Mulya Saputra, Dinh Thai Hoang, Diep N. Nguyen +1
Mobile edge caching/computing has been emerging as a promising paradigm to provide new services (e.g., ultra-high rate, ultra-reliable, and/or low-latency communications) in future…
Optimal and Low-Complexity Dynamic Spectrum Access for RF-Powered Ambient Backscatter System with Online Reinforcement Learning
Nguyen Van Huynh, Dinh Thai Hoang, Diep N. Nguyen +3
Ambient backscatter has been introduced with a wide range of applications for low power wireless communications. In this article, we propose an optimal and low-complexity dynamic s…
Reinforcement Learning Approach for RF-Powered Cognitive Radio Network with Ambient Backscatter
Nguyen Van Huynh, Dinh Thai Hoang, Diep N. Nguyen +3
For an RF-powered cognitive radio network with ambient backscattering capability, while the primary channel is busy, the RF-powered secondary user (RSU) can either backscatter the…