Platform for AI (aka. OpenPAI)

成立时间：June 1, 2017

论文与出版物

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- HiveD: Sharing a GPU Cluster for Deep Learning with Guarantees
  
  Hanyu Zhao, Zhenhua Han, Zhi Yang, Quanlu Zhang, Fan Yang, Lidong Zhou, Mao Yang, Yuqi Wang, Yifan Xiong, Bin Wang
  
  2020 Operating Systems Design and Implementation | November 2020
  
  Publication
- Capuchin: Tensor-based GPU Memory Management for Deep Learning
  
  Quan Peng, Xuanhua Shi, Hulin Dai, Hai Jin, Weiliang Ma, Qian Xiong, Fan Yang, Xuehai Qian
  
  ASPLOS | March 2020
  
  Publication
- Analysis of Large-Scale Multi-Tenant {GPU} Clusters for {DNN} Training Workloads
  
  Myeongjae Jeon, Shivaram Venkataraman, Amar Phanishayee, Junjie Qian, Wencong Xiao, Fan Yang
  
  2019 USENIX Annual Technical Conference | May 2019
  
  PDF Publication Github 项目

- HiveD: Sharing a GPU Cluster for Deep Learning with Guarantees
  
  Hanyu Zhao, Zhenhua Han, Zhi Yang, Quanlu Zhang, Fan Yang, Lidong Zhou, Mao Yang, Yuqi Wang, Yifan Xiong, Bin Wang
  
  2020 Operating Systems Design and Implementation | November 2020
  
  Publication
- Capuchin: Tensor-based GPU Memory Management for Deep Learning
  
  Quan Peng, Xuanhua Shi, Hulin Dai, Hai Jin, Weiliang Ma, Qian Xiong, Fan Yang, Xuehai Qian
  
  ASPLOS | March 2020
  
  Publication
- Analysis of Large-Scale Multi-Tenant {GPU} Clusters for {DNN} Training Workloads
  
  Myeongjae Jeon, Shivaram Venkataraman, Amar Phanishayee, Junjie Qian, Wencong Xiao, Fan Yang
  
  2019 USENIX Annual Technical Conference | May 2019
  
  PDF Publication Github 项目

- HiveD: Sharing a GPU Cluster for Deep Learning with Guarantees
  
  Hanyu Zhao, Zhenhua Han, Zhi Yang, Quanlu Zhang, Fan Yang, Lidong Zhou, Mao Yang, Yuqi Wang, Yifan Xiong, Bin Wang
  
  2020 Operating Systems Design and Implementation | November 2020
  
  Publication
- Capuchin: Tensor-based GPU Memory Management for Deep Learning
  
  Quan Peng, Xuanhua Shi, Hulin Dai, Hai Jin, Weiliang Ma, Qian Xiong, Fan Yang, Xuehai Qian
  
  ASPLOS | March 2020
  
  Publication
- Analysis of Large-Scale Multi-Tenant {GPU} Clusters for {DNN} Training Workloads
  
  Myeongjae Jeon, Shivaram Venkataraman, Amar Phanishayee, Junjie Qian, Wencong Xiao, Fan Yang
  
  2019 USENIX Annual Technical Conference | May 2019
  
  PDF Publication Github 项目

人员

Fan Yang

Sr. Principal Research Manager

Yanjie Gao

Senior Researcher

Scarlett Li

Director of Research & Development