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Pan Zhou
Institution:
Southwest Minzu University
Observed institutions:
University of Electronic Science and Technology of China,
Southwest Minzu University
ORCID:
0000-0003-3373-728X
Observed ORCID:
0000-0003-3373-728X
OpenAlex ID:
A5020559505
Communication-efficient Decentralized Machine Learning over Heterogeneous Networks
2021
·
Pan Zhou
, Qian Lin
, et al.
·
IEEE International Conference on Data Engineering (ICDE)
·
86
PDF
JPAS: Job-progress-aware flow scheduling for deep learning clusters
2020
·
Pan Zhou
, Xinshu He
, et al.
·
Journal of Network and Computer Applications
·
17
Topologies in distributed machine learning: Comprehensive survey, recommendations and future directions
2023
·
Ling Liu
, Pan Zhou
, et al.
·
Neurocomputing
·
12
Beamer: Stage-Aware Coflow Scheduling to Accelerate Hyper-Parameter Tuning in Deep Learning Clusters
2021
·
Yihong He
, Weibo Cai
, et al.
·
IEEE Transactions on Network and Service Management
·
9
PSscheduler: A parameter synchronization scheduling algorithm for distributed machine learning in reconfigurable optical networks
2024
·
Ling Liu
, Xiaoqiong Xu
, et al.
·
Neurocomputing
·
6
Grouper: Accelerating Hyperparameter Searching in Deep Learning Clusters With Network Scheduling
2020
·
Pan Zhou
, Hongfang Yu
, et al.
·
IEEE Transactions on Network and Service Management
·
4
Cocktail: Cost-efficient and Data Skew-aware Online In-Network Distributed Machine Learning for Intelligent 5G and Beyond.
2020
·
Lingjun Pu
, Xu Chen
, et al.
·
arXiv (Cornell University)
·
3
SLICE: S LO-Driven Scheduling for L LM I nference on E dge Computing Devices
2026
·
Pan Zhou
, Yiming Lei
, et al.
·
IEEE Transactions on Services Computing
·
2
Flow-aware explicit congestion notification for datacenter networks
2019
·
Pan Zhou
, Hongfang Yu
, et al.
·
Cluster Computing
·
2
Optimizing global parameter synchronization for geo-distributed machine learning in reconfigurable optical wide area networks
2025
·
Ling Liu
, Wang Xu
, et al.
·
Neurocomputing
·
1
AdaScheduler: an SLO-aware LLM inference scheduling algorithm without output length prediction
2026
·
Ling Liu
, Shasha Zhou
, et al.
·
SSRN Electronic Journal
Network-Aware Distributed Machine Learning Over Wide Area Network
2021
·
Pan Zhou
, Gang Sun
, et al.
·
Smart innovation, systems and technologies
Realization of Signal Acquisition System in Seismoelectric Logging
2017
·
Pan Zhou
, Xiang-Yang Sun
·
ITM Web of Conferences
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Works count:
13
Citation count:
142
H-index:
5
I10-index:
3
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