Design and implementation of a multi-cluster GPU computing resource scheduling platform based on network and computing state awareness

HU Yahui; ZHANG Chenkang; WANG Yuelin; HONG Yuchen; FAN Pengfei; SONG Junping; ZHOU Xu

doi:10.11959/j.issn.1000-436x.2025189

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Design and implementation of a multi-cluster GPU computing resource scheduling platform based on network and computing state awareness

Papers | 更新时间：2025-11-25

- Design and implementation of a multi-cluster GPU computing resource scheduling platform based on network and computing state awareness
- Journal on Communications Vol. 46, Issue 10, Pages: 175-190(2025)
- 作者机构：
  
  1.中国矿业大学（北京）人工智能学院，北京 100086
  2.中国科学院计算机网络信息中心，北京 100083
- 作者简介：
- 基金信息：
  
  The National Key Research and Development Program of China(2024YFB2908700);The Fundamental Research Funds for the Central Universities(2025ZKPYZN02);Open Research Topics of CHN Energey Technology & Environment Limited(YZ-2025-101)
- DOI：10.11959/j.issn.1000-436x.2025189
  CLC： TN393
- Received：01 July 2025，
  
  Revised：2025-10-23，
  
  Accepted：24 October 2025，
  
  Published：20 October 2025
- 稿件说明：
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胡亚辉,张宸康,王越嶙等.基于算网状态感知的多集群GPU算力资源调度平台设计与实现[J].通信学报,2025,46(10):175-190.

HU Yahui,ZHANG Chenkang,WANG Yuelin,et al.Design and implementation of a multi-cluster GPU computing resource scheduling platform based on network and computing state awareness[J].Journal on Communications,2025,46(10):175-190.
胡亚辉,张宸康,王越嶙等.基于算网状态感知的多集群GPU算力资源调度平台设计与实现[J].通信学报,2025,46(10):175-190. DOI： 10.11959/j.issn.1000-436x.2025189.

HU Yahui,ZHANG Chenkang,WANG Yuelin,et al.Design and implementation of a multi-cluster GPU computing resource scheduling platform based on network and computing state awareness[J].Journal on Communications,2025,46(10):175-190. DOI： 10.11959/j.issn.1000-436x.2025189.

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Design and implementation of a multi-cluster GPU computing resource scheduling platform based on network and computing state awareness

DOI：10.11959/j.issn.1000-436x.2025189