6 citations · 8 across the 7 of their papers we have counts for
4 papers · 1 filter
Intelligent Edge Resource Provisioning for Scalable Digital Twins of Autonomous Vehicles
Mohammad Sajid Shahriar, Suresh Subramaniam, Motoharu Matsuura +2
The next generation networks offers significant potential to advance Intelligent Transportation Systems (ITS), particularly through the integration of Digital Twins (DTs). However,…
Digital Twin-Empowered Deep Reinforcement Learning for Intelligent VNF Migration in Edge-Core Networks
Faisal Ahmed, Suresh Subramaniam, Motoharu Matsuura +2
The growing demand for services and the rapid deployment of virtualized network functions (VNFs) pose significant challenges for achieving low-latency and energy-efficient orchestr…
A Novel Dynamic Bandwidth Allocation Design for 100G Coherent Passive Optical Network
Rujia Zou, Haipeng Zhang, Karthik Sundaresan +2
With the rapid advancements in coherent Passive Optical Network (PON) technologies featuring 100G and higher data rates, this paper addresses the urgent requirement for sophisticat…
Federated Deep Reinforcement Learning-Driven O-RAN for Automatic Multirobot Reconfiguration
Faisal Ahmed, Myungjin Lee, Shao-Yu Lien +4
The rapid evolution of Industry 4.0 has led to the emergence of smart factories, where multirobot system autonomously operates to enhance productivity, reduce operational costs, an…