Unleashing the Power of Edge-Cloud Generative AI in Mobile Networks: A Survey of AIGC Services

Author:

Xu Minrui1ORCID,Du Hongyang1ORCID,Niyato Dusit1ORCID,Kang Jiawen2ORCID,Xiong Zehui3ORCID,Mao Shiwen4ORCID,Han Zhu5ORCID,Jamalipour Abbas6ORCID,Kim Dong In7ORCID,Shen Xuemin8ORCID,Leung Victor C. M.9ORCID,Poor H. Vincent10ORCID

Affiliation:

1. School of Computer Science and Engineering, Nanyang Technological University, Nanyang, Singapore

2. School of Automation, the Key Laboratory of Intelligent Information Processing and System Integration of IoT, Ministry of Education, and the Guangdong-HongKong-Macao Joint Laboratory for Smart Discrete Manufacturing, Guangdong University of Technology, Guangzhou, China

3. Pillar of Information Systems Technology and Design, Singapore University of Technology and Design, Chinatown, Singapore

4. Department of Electrical and Computer Engineering, Auburn University, Auburn, AL, USA

5. Department of Electrical and Computer Engineering, University of Houston, Houston, TX, USA

6. School of Electrical and Information Engineering, University of Sydney, Sydney, NSW, Australia

7. Department of Electrical and Computer Engineering, Sungkyunkwan University, Suwon, South Korea

8. Department of Electrical and Computer Engineering, University of Waterloo, Waterloo, ON, Canada

9. College of Computer Science and Software Engineering, Shenzhen University, Shenzhen, China

10. Department of Electrical and Computer Engineering, Princeton University, Princeton, NJ, USA

Funder

NSFC

Guangzhou Basic Research Program

Guangdong Provincial Pearl River Talents Program

National Research Foundation, Singapore

Infocomm Media Development Authority under its Future Communications Research and Development Programme

DSO National Laboratories through the AI Singapore Programme

Energy Research Test-Bed and Industry Partnership Funding Initiative, Energy Grid (EG) 2.0 Programme

DesCartes and the Campus for Research Excellence and Technological Enterprise (CREATE) Programme

MOE Tier 1

NSF

Infocomm Media Development Authority under the Future Communications Research Development Programme

Singapore University of Technology and Design

Ministry of Education, Singapore, under its SMU-SUTD Joint Grant

Ministry of Science and ICT (MSIT), South Korea, through the ICT Creative Consilience Program supervised by the Institute for Information and Communications Technology Planning and Evaluation

U.S. National Science Foundation

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Reference304 articles.

1. Beyond deep reinforcement learning: A tutorial on generative diffusion models in network optimization;Du;arXiv:2308.05384,2023

2. Understanding and Creating Art with AI: Review and Outlook

3. When creators meet the metaverse: A survey on computational arts;Lee;arXiv:2111.13486,2021

4. AI-Native Network Slicing for 6G Networks

5. A Survey on ChatGPT: AI–Generated Contents, Challenges, and Solutions

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