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
Publications
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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
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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
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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
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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
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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
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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
-
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
-
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
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People
Fan Yang
Sr. Principal Research Manager
Yanjie Gao
Senior Researcher
Scarlett Li
Director of Research & Development