TrimCaching: Parameter-Sharing AI Model Caching in Wireless Edge Networks

Authors: Qu, Guanqiao, Lin, Zheng, Liu, Fangming, Chen, Xianhao, Huang, Kaibin

Source: 2024 IEEE 44th International Conference on Distributed Computing Systems (ICDCS) ICDCS Distributed Computing Systems (ICDCS), 2024 IEEE 44th International Conference on. :36-46 Jul, 2024

Relation: 2024 IEEE 44th International Conference on Distributed Computing Systems (ICDCS)

Split Learning in 6G Edge Networks

Authors: Lin, Zheng, Qu, Guanqiao, Chen, Xianhao, Huang, Kaibin

Source: IEEE Wireless Communications IEEE Wireless Commun. Wireless Communications, IEEE. 31(4):170-176 Aug, 2024

Mobile Edge Intelligence for Large Language Models: A Contemporary Survey

Authors: Qu, Guanqiao, Chen, Qiyuan, Wei, Wei, Lin, Zheng, Chen, Xianhao, Huang, Kaibin

Subject Terms: Computer Science - Networking and Internet Architecture, Computer Science - Artificial Intelligence, Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2407.18921

Optimal Resource Allocation for U-Shaped Parallel Split Learning

Authors: Lyu, Song, Lin, Zheng, Qu, Guanqiao, Chen, Xianhao, Huang, Xiaoxia, Li, Pan

Source: 2023 IEEE Globecom Workshops (GC Wkshps) Globecom Workshops (GC Wkshps), 2023 IEEE. :197-202 Dec, 2023

Relation: 2023 IEEE Globecom Workshops (GC Wkshps)

Tactical Data-Oriented Decentralized Communication Scheme in Vehicle-Assisted Networks: Challenges and Solutions

Authors: Qu, Guanqiao, He, Chenguang, Chen, Qian, Meng, Weixiao

Source: IEEE Communications Magazine IEEE Commun. Mag. Communications Magazine, IEEE. 62(1):56-61 Jan, 2024

TrimCaching: Parameter-sharing Edge Caching for AI Model Downloading

Authors: Qu, Guanqiao, Lin, Zheng, Chen, Qian, Li, Jian, Liu, Fangming, Chen, Xianhao, Huang, Kaibin

Subject Terms: Computer Science - Networking and Internet Architecture

Access URL: http://arxiv.org/abs/2404.14204

AdaptSFL: Adaptive Split Federated Learning in Resource-constrained Edge Networks

Authors: Lin, Zheng, Qu, Guanqiao, Wei, Wei, Chen, Xianhao, Leung, Kin K.

Subject Terms: Computer Science - Machine Learning, Computer Science - Artificial Intelligence, Computer Science - Distributed, Parallel, and Cluster Computing

Access URL: http://arxiv.org/abs/2403.13101

Resource Allocation in Vehicle-Aided MIoT: How to Enhance Energy Efficiency in Packet Uploading?

Authors: Qu, Guanqiao, He, Chenguang, Chen, Qian, Meng, Weixiao

Source: GLOBECOM 2022 - 2022 IEEE Global Communications Conference Global Communications Conference(48099), GLOBECOM 2022 - 2022 IEEE. :6247-6252 Dec, 2022

Relation: GLOBECOM 2022 - 2022 IEEE Global Communications Conference

Pushing Large Language Models to the 6G Edge: Vision, Challenges, and Opportunities

Authors: Lin, Zheng, Qu, Guanqiao, Chen, Qiyuan, Chen, Xianhao, Chen, Zhe, Huang, Kaibin

Subject Terms: Computer Science - Machine Learning, Computer Science - Artificial Intelligence

Access URL: http://arxiv.org/abs/2309.16739

A Clustering-Routing Method to Preprocess Data for Massive Internet of Things

Authors: He, Chenguang, Qu, Guanqiao, Chen, Qian, Meng, Weixiao

Source: ICC 2022 - IEEE International Conference on Communications Communications, ICC 2022 - IEEE International Conference on. :1635-1640 May, 2022

Relation: ICC 2022 - IEEE International Conference on Communications

Split Learning in 6G Edge Networks

Authors: Lin, Zheng, Qu, Guanqiao, Chen, Xianhao, Huang, Kaibin

Subject Terms: Computer Science - Machine Learning, Computer Science - Distributed, Parallel, and Cluster Computing, Computer Science - Networking and Internet Architecture

Access URL: http://arxiv.org/abs/2306.12194

Vehicle as a Service (VaaS): Leverage Vehicles to Build Service Networks and Capabilities for Smart Cities

Authors: Chen, Xianhao, Deng, Yiqin, Ding, Haichuan, Qu, Guanqiao, Zhang, Haixia, Li, Pan, Fang, Yuguang

Subject Terms: Computer Science - Networking and Internet Architecture, Computer Science - Distributed, Parallel, and Cluster Computing

Access URL: http://arxiv.org/abs/2304.11397

A Vehicular Communication Routing Algorithm Based on Graph Theory

Authors: He, Chenguang, Qu, Guanqiao, Wei, Shouming

Source: 2021 International Wireless Communications and Mobile Computing (IWCMC) Wireless Communications and Mobile Computing (IWCMC), 2021 International. :2176-2181 Jun, 2021

Relation: 2021 International Wireless Communications and Mobile Computing (IWCMC)

Vehicle as a Service (VaaS): Leverage Vehicles to Build Service Networks and Capabilities for Smart Cities.

Authors: Chen, Xianhao, Deng, Yiqin, Ding, Haichuan, Qu, Guanqiao, Zhang, Haixia, Li, Pan, Fang, Yuguang

Source: IEEE Communications Surveys & Tutorials; 2024 Q3, Vol. 26 Issue 3, p2048-2081, 34p