Pan Zhou

11 papers A* 1Journal 10
YearRankTypeTitle / Venue / Authors
2025 J jnl
Optimizing global parameter synchronization for geo-distributed machine learning in reconfigurable optical wide area networks.
Neurocomputing
Ling Liu, Wang Xu, Pan Zhou, Xiaoqiong Xu, Xi Chen, Hongfang Yu, Gang Sun
2025 J jnl
PSscheduler: A parameter synchronization scheduling algorithm for distributed machine learning in reconfigurable optical networks.
Neurocomputing
Ling Liu, Xiaoqiong Xu, Pan Zhou, Xi Chen, Daji Ergu, Hongfang Yu, Gang Sun, Mohsen Guizani
2025 J jnl
SLICE: SLO-Driven Scheduling for LLM Inference on Edge Computing Devices.
CoRR
Pan Zhou, Yiming Lei, Ling Liu, Xiaoqiong Xu, Ying Cai, Daji Ergu, Hongfang Yu, Yueyue Dai
2024 J jnl
LeaNet: Lightweight U-shaped architecture for high-performance skin cancer image segmentation.
Comput. Biol. Medicine
Binbin Hu, Pan Zhou, Hongfang Yu, Yueyue Dai, Ming Wang, Shengbo Tan, Ying Sun
2024 J jnl
Topologies in distributed machine learning: Comprehensive survey, recommendations and future directions.
Neurocomputing
Ling Liu, Pan Zhou, Gang Sun, Xi Chen, Tao Wu, Hongfang Yu, Mohsen Guizani
2022 J jnl
Beamer: Stage-Aware Coflow Scheduling to Accelerate Hyper-Parameter Tuning in Deep Learning Clusters.
IEEE Trans. Netw. Serv. Manag.
Yihong He, Weibo Cai, Pan Zhou, Gang Sun, Shouxi Luo, Hongfang Yu, Mohsen Guizani
2021 A* conf
Communication-efficient Decentralized Machine Learning over Heterogeneous Networks.
ICDE
Pan Zhou, Qian Lin, Dumitrel Loghin, Beng Chin Ooi, Yuncheng Wu, Hongfang Yu
2020 J jnl
Communication-efficient Decentralized Machine Learning over Heterogeneous Networks.
CoRR
Pan Zhou, Qian Lin, Dumitrel Loghin, Beng Chin Ooi, Yuncheng Wu, Hongfang Yu
2020 J jnl
Grouper: Accelerating Hyperparameter Searching in Deep Learning Clusters With Network Scheduling.
IEEE Trans. Netw. Serv. Manag.
Pan Zhou, Hongfang Yu, Gang Sun
2020 J jnl
JPAS: Job-progress-aware flow scheduling for deep learning clusters.
J. Netw. Comput. Appl.
Pan Zhou, Xinshu He, Shouxi Luo, Hongfang Yu, Gang Sun
2019 J jnl
Flow-aware explicit congestion notification for datacenter networks.
Clust. Comput.
Pan Zhou, Hongfang Yu, Gang Sun, Long Luo, Shouxi Luo, Zilong Ye