Towards trustworthy metaverse: Advancements and challenges

JR Jim, MT Hosain, MF Mridha, MM Kabir… - IEEE Access, 2023 - ieeexplore.ieee.org
The Metaverse, a transformative digital realm, holds immense promise for reshaping
industries and human interactions while potentially addressing global challenges and …

Federated learning for the healthcare metaverse: Concepts, applications, challenges, and future directions

AK Bashir, N Victor, S Bhattacharya… - IEEE Internet of …, 2023 - ieeexplore.ieee.org
Recent technological advancements have considerably improved healthcare systems to
provide various intelligent services, improving life quality. The Metaverse, often described as …

Guest editorial xURLLC in 6G: Next generation ultra-reliable and low-latency communications

C She, C Pan, TQ Duong, TQS Quek… - IEEE Journal on …, 2023 - ieeexplore.ieee.org
AS ONE of the new communication scenarios in 5th-generation (5G) mobile communication
systems, ultra-reliable and low-latency communications (URLLC) have stringent …

Asynchronous federated reinforcement learning with policy gradient updates: Algorithm design and convergence analysis

G Lan, DJ Han, A Hashemi, V Aggarwal… - arXiv preprint arXiv …, 2024 - arxiv.org
To improve the efficiency of reinforcement learning, we propose a novel asynchronous
federated reinforcement learning framework termed AFedPG, which constructs a global …

Human-centric resource allocation in the metaverse over wireless communications

J Zhao, L Qian, W Yu - IEEE Journal on Selected Areas in …, 2023 - ieeexplore.ieee.org
The Metaverse will provide numerous immersive applications for human users, by
consolidating technologies like extended reality (XR), video streaming, and cellular …

Metaverse: A Vision, Architectural Elements, and Future Directions for Scalable and Realtime Virtual Worlds

L Ismail, R Buyya - arXiv preprint arXiv:2308.10559, 2023 - arxiv.org
With the emergence of Cloud computing, Internet of Things-enabled Human-Computer
Interfaces, Generative Artificial Intelligence, and high-accurate Machine and Deep-learning …

Mitigating the impact of controller failures on QoS robustness for software-defined wide area networks

S Dou, L Qi, Z Guo - Computer Networks, 2024 - Elsevier
Emerging cloud services and applications pose different Quality of Service (QoS)
requirements for the network, where Software-Defined Wide Area Networks (SD-WANs) play …

Dynamic partial computation offloading for the metaverse in in-network computing

I Aliyu, S Oh, N Ko, TW Um, J Kim - IEEE Access, 2023 - ieeexplore.ieee.org
The computing in the network (COIN) paradigm is a promising solution that leverages
unused network resources to perform tasks to meet computation-demanding applications …

AMFL: Resource-Efficient Adaptive Metaverse-Based Federated Learning for the Human-Centric Augmented Reality Applications

D Qiao, L Qian, S Guo, J Zhao… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
The emergence of 5G technology has enabled the development of Metaverse applications
that provide users with immersive experiences through augmented reality (AR) devices, and …

Optimizing utility-energy efficiency for the Metaverse over wireless networks under physical layer security

J Zhao, X Zhou, Y Li, L Qian - … , and Protocol Design for Mobile Networks …, 2023 - dl.acm.org
The Metaverse, an emerging digital space, is expected to offer various services mirroring the
real world. Wireless communications for mobile Metaverse users should be tailored to meet …