Pan Zhou - RankMe

11 papers A* 1Journal 10

Year	Rank	Type	Title / 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

Chang Liu, Noah Fleischmann, Nicolò Altamura, Edward Raff, James Holt, Kristopher Micinski