Zhisheng Ye

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 8

Top Topics

Top Venues

ACM Comput. Surv.

IEEE Trans. Computers

Publications

Zhisheng Ye, Wei Gao, Qinghao Hu, Peng Sun, Xiaolin Wang, Yingwei Luo, Tianwei Zhang, Yonggang Wen
Deep Learning Workload Scheduling in GPU Datacenters: A Survey. ACM Comput. Surv. 56 (6) (2024)
Qinghao Hu, Zhisheng Ye, Zerui Wang, Guoteng Wang, Meng Zhang, Qiaoling Chen, Peng Sun, Dahua Lin, Xiaolin Wang, Yingwei Luo, Yonggang Wen, Tianwei Zhang
Characterization of Large Language Model Development in the Datacenter. CoRR (2024)
Qinghao Hu, Zhisheng Ye, Zerui Wang, Guoteng Wang, Meng Zhang, Qiaoling Chen, Peng Sun, Dahua Lin, Xiaolin Wang, Yingwei Luo, Yonggang Wen, Tianwei Zhang
Characterization of Large Language Model Development in the Datacenter. NSDI (2024)
Wei Gao, Zhisheng Ye, Peng Sun, Tianwei Zhang, Yonggang Wen
UniSched: A Unified Scheduler for Deep Learning Training Jobs With Different User Demands. IEEE Trans. Computers 73 (6) (2024)
Qiaoling Chen, Qinghao Hu, Zhisheng Ye, Guoteng Wang, Peng Sun, Yonggang Wen, Tianwei Zhang
AMSP: Super-Scaling LLM Training via Advanced Model States Partitioning. CoRR (2023)
Qinghao Hu, Zhisheng Ye, Meng Zhang, Qiaoling Chen, Peng Sun, Yonggang Wen, Tianwei Zhang
Hydro: Surrogate-Based Hyperparameter Tuning Service in Datacenters. OSDI (2023)
Wei Gao, Qinghao Hu, Zhisheng Ye, Peng Sun, Xiaolin Wang, Yingwei Luo, Tianwei Zhang, Yonggang Wen
Deep Learning Workload Scheduling in GPU Datacenters: Taxonomy, Challenges and Vision. CoRR (2022)
Zhisheng Ye, Peng Sun, Wei Gao, Tianwei Zhang, Xiaolin Wang, Shengen Yan, Yingwei Luo
Astraea: A Fair Deep Learning Scheduler for Multi-Tenant GPU Clusters. IEEE Trans. Parallel Distributed Syst. 33 (11) (2022)