Mixture of Experts-Enabled Parallel Scheduling and Processing for Vehicular Generative AI Services
Xie, Gaochang Xiong, Zehui Xie, Renchao Deng, Xiumei Guo, Song Guizani, Mohsen Han, Zhu
Xie, Gaochang
Xiong, Zehui
Xie, Renchao
Deng, Xiumei
Guo, Song
Guizani, Mohsen
Han, Zhu
Supervisor
Department
Machine Learning
Embargo End Date
Type
Journal article
Date
2025
License
Language
English
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Abstract
Citation
G. Xie et al., "Mixture of Experts-Enabled Parallel Scheduling and Processing for Vehicular Generative AI Services," in IEEE Transactions on Cognitive Communications and Networking, doi: 10.1109/TCCN.2025.3571753
Source
IEEE Transactions on Cognitive Communications and Networking
Conference
Keywords
Generative AI (GAI), Mixture of experts (MoE), Resource allocation, Internet of Vehicles (IoV), Foundation models (FMs), Expert parallelism
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Source
Publisher
IEEE