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ORCIDPan Zhou 0003
Person information
- affiliation: Southwest Minzu University, College of Computer Science and Artificial Intelligence, Chengdu, China
- affiliation (PhD 2021): University of Electronic Science and Technology of China, Key Laboratory of Optical Fiber Sensing and Communications, Chengdu, China
Other persons with the same name
- Pan Zhou — disambiguation page
- Pan Zhou 0001
![[0000-0002-8629-4622]](https://dblp.org/img/orcid-mark.12x12.png "0000-0002-8629-4622")
— Huazhong University of Science and Technology, School of Cyber Science and Engineering, Hubei Engineering Research Center on Big Data Security, Wuhan, China (and 3 more) - Pan Zhou 0002 — Singapore Management University, School of Computing and Information Systems, Singapore (and 2 more)
- Pan Zhou 0004 — Jiangsu Automation Research Institute, Lianyungang, China
- Pan Zhou 0005 — North China Electric Power University, Department of Electrical and Electronic Engineering, Beijing, China
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2020 – today
- 2025
[j8]Ling Liu, Xiaoqiong Xu, Pan Zhou, Xi Chen, Daji Ergu, Hongfang Yu, Gang Sun, Mohsen Guizani:
PSscheduler: A parameter synchronization scheduling algorithm for distributed machine learning in reconfigurable optical networks. Neurocomputing 616: 128876 (2025)- [j7]Ling Liu, Wang Xu, Pan Zhou, Xiaoqiong Xu, Xi Chen, Hongfang Yu, Gang Sun:
Optimizing global parameter synchronization for geo-distributed machine learning in reconfigurable optical wide area networks. Neurocomputing 652: 131025 (2025) - [i2]Pan Zhou, Yiming Lei, Ling Liu, Xiaoqiong Xu, Ying Cai, Daji Ergu, Hongfang Yu, Yueyue Dai:
SLICE: SLO-Driven Scheduling for LLM Inference on Edge Computing Devices. CoRR abs/2510.18544 (2025) - 2024
- [j6]Binbin Hu, Pan Zhou, Hongfang Yu, Yueyue Dai, Ming Wang, Shengbo Tan, Ying Sun:
LeaNet: Lightweight U-shaped architecture for high-performance skin cancer image segmentation. Comput. Biol. Medicine 169: 107919 (2024) - [j5]Ling Liu, Pan Zhou, Gang Sun, Xi Chen, Tao Wu, Hongfang Yu, Mohsen Guizani:
Topologies in distributed machine learning: Comprehensive survey, recommendations and future directions. Neurocomputing 567: 127009 (2024) - 2022
- [j4]Yihong He, Weibo Cai, Pan Zhou, Gang Sun, Shouxi Luo, Hongfang Yu, Mohsen Guizani:
Beamer: Stage-Aware Coflow Scheduling to Accelerate Hyper-Parameter Tuning in Deep Learning Clusters. IEEE Trans. Netw. Serv. Manag. 19(2): 1083-1097 (2022) - 2021
- [c1]Pan Zhou, Qian Lin, Dumitrel Loghin, Beng Chin Ooi, Yuncheng Wu, Hongfang Yu:
Communication-efficient Decentralized Machine Learning over Heterogeneous Networks. ICDE 2021: 384-395 - 2020
- [j3]Pan Zhou, Xinshu He, Shouxi Luo, Hongfang Yu, Gang Sun:
JPAS: Job-progress-aware flow scheduling for deep learning clusters. J. Netw. Comput. Appl. 158: 102590 (2020) - [j2]Pan Zhou, Hongfang Yu, Gang Sun:
Grouper: Accelerating Hyperparameter Searching in Deep Learning Clusters With Network Scheduling. IEEE Trans. Netw. Serv. Manag. 17(3): 1879-1895 (2020) - [i1]Pan Zhou, Qian Lin, Dumitrel Loghin, Beng Chin Ooi, Yuncheng Wu, Hongfang Yu:
Communication-efficient Decentralized Machine Learning over Heterogeneous Networks. CoRR abs/2009.05766 (2020)
2010 – 2019
- 2019
- [j1]Pan Zhou, Hongfang Yu, Gang Sun, Long Luo, Shouxi Luo, Zilong Ye:
Flow-aware explicit congestion notification for datacenter networks. Clust. Comput. 22(4): 1431-1446 (2019)
Coauthor Index
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