首页|期刊导航|通信与信息网络学报（英文）|CSGO:Generalized Optimization for Cold Start in Wireless Collaborative Edge LLM Systems

CSGO:Generalized Optimization for Cold Start in Wireless Collaborative Edge LLM Systems

Xuran Liu Nan Xue Rui Bao Yaping Sun Zhiyong Chen Meixia Tao Xiaodong Xu Shuguang Cui

通信与信息网络学报（英文）2025，Vol.10Issue(4)：340-351,12.

CSGO:Generalized Optimization for Cold Start in Wireless Collaborative Edge LLM Systems

Xuran Liu ¹Nan Xue ¹Rui Bao ¹Yaping Sun ²Zhiyong Chen ¹Meixia Tao ¹Xiaodong Xu ³Shuguang Cui⁴

作者信息

1. Coopera-tive Medianet Innovation Center,Shanghai Jiao Tong University,Shang-hai 200240,China
2. Department of Broadband Communication,Pengcheng Labo-ratory,Shenzhen 518000,China||Future Network of Intelligent Institute(FNii),The Chinese University of Hong Kong(Shenzhen),Shenzhen 518172,China
3. Beijing University of Posts and Telecommunications,Beijing 100876,China||Department of Broadband Communication,Pengcheng Laboratory,Shenzhen 518000,China
4. School of Science and Engineering(SSE)and Future Network of Intelligent Institute(FNii),The Chinese University of Hong Kong(Shenzhen),Shenzhen 518172,China||Department of Broadband Communication,Pengcheng Laboratory,Shenzhen 518000,China
折叠

摘要

关键词

large language models/mobile edge com-puting/cold start latency/pipeline parallelism

Key words

large language models/mobile edge com-puting/cold start latency/pipeline parallelism

引用本文复制引用

Xuran Liu,Nan Xue,Rui Bao,Yaping Sun,Zhiyong Chen,Meixia Tao,Xiaodong Xu,Shuguang Cui..CSGO:Generalized Optimization for Cold Start in Wireless Collaborative Edge LLM Systems[J].通信与信息网络学报（英文）,2025,10(4):340-351,12.

基金项目

This work is supported in part by the National Natural Sci-ence Foundation of China under Grants 62222111,62125108,and 62301471,and by the Science and Technology Commission Foundation of Shanghai un-der Grant 24DP1500702,and by the National Science and Technology Major Project-Mobile Information Networks under Grant 2024ZD1300700. （）

通信与信息网络学报（英文）

ISSN：2096-1081

访问量0

下载量0

段落导航