Mobile edge generation: A new era to 6G

R Zhong, X Mu, Y Zhang, M Jaber, Y Liu - IEEE Network, 2024 - ieeexplore.ieee.org
A conception of mobile edge generation (MEG) is proposed, where generative artificial
intelligence (GAI) models are distributed at edge servers (ESs) and user equipment (UE) …

A unified framework for guiding generative ai with wireless perception in resource constrained mobile edge networks

J Wang, H Du, D Niyato, J Kang, Z Xiong… - IEEE Transactions …, 2024 - ieeexplore.ieee.org
With the significant advancements in artificial intelligence (AI) technologies and
computational capabilities, generative AI (GAI) has become a pivotal digital content …

Resource-efficient Generative Mobile Edge Networks in 6G Era: Fundamentals, Framework and Case Study

B Lai, J Wen, J Kang, H Du, J Nie, C Yi, DI Kim… - arXiv preprint arXiv …, 2023 - arxiv.org
As the next-generation wireless communication system, Sixth-Generation (6G) technologies
are emerging, enabling various mobile edge networks that can revolutionize wireless …

In-situ model downloading to realize versatile edge AI in 6G mobile networks

K Huang, H Wu, Z Liu, X Qi - IEEE Wireless Communications, 2023 - ieeexplore.ieee.org
The sixth-generation (6G) mobile networks are expected to feature the ubiquitous
deployment of machine learning and artificial intelligence (AI) algorithms at the network …

Toward scalable generative ai via mixture of experts in mobile edge networks

J Wang, H Du, D Niyato, J Kang, Z Xiong… - arXiv preprint arXiv …, 2024 - arxiv.org
The advancement of generative artificial intelligence (GAI) has driven revolutionary
applications like ChatGPT. The widespread of these applications relies on the mixture of …

Large generative ai models for telecom: The next big thing?

L Bariah, Q Zhao, H Zou, Y Tian… - IEEE …, 2024 - ieeexplore.ieee.org
The evolution of generative artificial intelligence (GenAI) constitutes a turning point in
reshaping the future of technology in different aspects. Wireless networks in particular, with …

An overview on generative AI at scale with Edge-Cloud Computing

YC Wang, J Xue, C Wei… - IEEE Open Journal of the …, 2023 - ieeexplore.ieee.org
As a specific category of artificial intelligence (AI), generative artificial intelligence (GenAI)
generates new content that resembles what humans create. The rapid development of …

Extensive edge intelligence for future vehicular networks in 6G

W Qi, Q Li, Q Song, L Guo… - IEEE Wireless …, 2021 - ieeexplore.ieee.org
The 6th generation mobile network (6G) is expected to achieve a fully connected world. As a
key enabling technology in 6G, edge intelligence (EI) combines artificial intelligence (AI) …

GAI-IoV: Bridging Generative AI and Vehicular Networks for Ubiquitous Edge Intelligence

G Xie, Z Xiong, X Zhang, R Xie, S Guo… - IEEE Transactions …, 2024 - ieeexplore.ieee.org
The growth of intelligent vehicular services, like augmented reality (AR) road simulation,
underscores the need for rapid, multi-modal content generation. Generative artificial …

Multi-agent rl-based industrial aigc service offloading over wireless edge networks

S Li, X Lin, H Xu, K Hua, X Jin, G Li, J Li - arXiv preprint arXiv:2405.02972, 2024 - arxiv.org
Currently, the generative model has garnered considerable attention due to its application in
addressing the challenge of scarcity of abnormal samples in the industrial Internet of Things …