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Interference-aware Multiplexing for Deep Learning in GPU Clusters: A Middleware Approach Conference paper
Wenyan Chen, Zizhao Mo, Huanle Xu, Kejiang Ye, Chengzhong Xu. Interference-aware Multiplexing for Deep Learning in GPU Clusters: A Middleware Approach[C], 2023, 1–15.
Authors:  Wenyan Chen;  Zizhao Mo;  Huanle Xu;  Kejiang Ye;  Chengzhong Xu
Favorite | TC[Scopus]:0 | Submit date：2023/07/30
Cloud Computing  Interference-aware Multiplexing  Deep Learning  
Hiplot: A comprehensive and easy-To-use web service for boosting publication-ready biomedical data visualization Journal article
Li, Jianfeng, Miao, Benben, Wang, Shixiang, Dong, Wei, Xu, Houshi, Si, Chenchen, Wang, Wei, Duan, Songqi, Lou, Jiacheng, Bao, Zhiwei, Zeng, Hailuan, Yang, Zengzeng, Cheng, Wenyan, Zhao, Fei, Zeng, Jianming, Liu, Xue Song, Wu, Renxie, Shen, Yang, Chen, Zhu, Chen, Saijuan, Wang, Mingjie. Hiplot: A comprehensive and easy-To-use web service for boosting publication-ready biomedical data visualization[J]. Briefings in Bioinformatics, 2022, 23(4), 1-15.
Authors:  Li, Jianfeng;  Miao, Benben;  Wang, Shixiang;  Dong, Wei;  Xu, Houshi; et al.
Favorite | TC[WOS]:130 TC[Scopus]:132  IF:6.8/7.9 | Submit date：2022/10/07
Data Mining  Data Visualization  Risk Models  Translational Medicine  Web Service  
RPTCN: Resource Prediction for High-dynamic Workloads in Clouds based on Deep Learning Conference paper
Wenyan Chen, Chengzhi Lu, Kejiang Ye, Yang Wang, Cheng-Zhong Xu. RPTCN: Resource Prediction for High-dynamic Workloads in Clouds based on Deep Learning[C]:IEEE, 2021, 59-69.
Authors:  Wenyan Chen;  Chengzhi Lu;  Kejiang Ye;  Yang Wang;  Cheng-Zhong Xu
Favorite | TC[WOS]:14 TC[Scopus]:18 | Submit date：2022/05/13
Cloud Computing  Deep Learning  High Dynamic  Resource Prediction  
HySync: Hybrid Federated Learning with Effective Synchronization Conference paper
Guomei Shi, Li Li, Jun Wang, Wenyan Chen, Kejiang Ye, ChengZhong Xu. HySync: Hybrid Federated Learning with Effective Synchronization[C], 2020, 628-633.
Authors:  Guomei Shi;  Li Li;  Jun Wang;  Wenyan Chen;  Kejiang Ye; et al.
Favorite | TC[Scopus]:20 | Submit date：2021/05/31
Efficient Scheduling  Federated Learning  Hybrid Algorithm  
Understanding the Workload Characteristics in Alibaba: A View from Directed Acyclic Graph Analysis Conference paper
Lu,Chengzhi, Chen,Wenyan, Ye,Kejiang, Xu,Cheng Zhong. Understanding the Workload Characteristics in Alibaba: A View from Directed Acyclic Graph Analysis[C]:Institute of Electrical and Electronics Engineers Inc., 2020.
Authors:  Lu,Chengzhi;  Chen,Wenyan;  Ye,Kejiang;  Xu,Cheng Zhong
Favorite | TC[Scopus]:10 | Submit date：2021/03/09
Cloud Computing  Workload Characterization  Dependency Graph Analysis  Workload Type  
Adgs: Anomaly detection and localization based on graph similarity in container-based clouds Conference paper
Lu,Chengzhi, Ye,Kejiang, Chen,Wenyan, Xu,Cheng Zhong. Adgs: Anomaly detection and localization based on graph similarity in container-based clouds[C], 2019, 53-60.
Authors:  Lu,Chengzhi;  Ye,Kejiang;  Chen,Wenyan;  Xu,Cheng Zhong
Favorite | TC[WOS]:1 TC[Scopus]:3 | Submit date：2021/03/09
Anomaly Detection  Anomaly Localization  Cloud Computing  Graph Similarity  
Co-locating online workload and offline workload in the cloud: An interference analysis Conference paper
Wenyan Chen, Kejiang Ye, Cheng-Zhong Xu. Co-locating online workload and offline workload in the cloud: An interference analysis[C]:IEEE, 2019, 2278-2283.
Authors:  Wenyan Chen;  Kejiang Ye;  Cheng-Zhong Xu
Favorite | TC[Scopus]:11 | Submit date：2021/03/09
Co-location  Hardware Event Counter  Interference Analysis