I am the third-year Ph.D. student majoring in Computer Science at Cloud and Distributed Systems (CDS) Lab, University of Macau (2021-Present). I am advised by Huanle Xu and Kejiang Ye. My reseach interests focus on Cloud Computing, GPU Multiplexing, Machine Learning System.

I received my B.E. from the School of Information Engineering in Zhengzhou Univisity (2012~2016) and Master degree from the School of Software Engineering in Northeast Normal University (2016~2019).

Email: wychen2018(at)gmail(dot)com

Publications

[SC'23] Interference-aware Multiplexing for Deep Learning in GPU Clusters: A Middleware Approach
Wenyan Chen, Zizhao Mo, Huanle Xu, Kejiang Ye, Chengzhong Xu.
[Paper] [code] [slides]

[CLUSTER'21] RPTCN: Resource prediction for high-dynamic workloads in clouds based on deep learning
Wenyan Chen, Chengzhi Lu, Kejiang Ye, Yang Wang, Chengzhong Xu.
[Paper]

[HPCC'20] HySync: Hybrid federated learning with effective synchronization
Guomei Shi, Li Li, Jun Wang, Wenyan Chen, Kejiang Ye, ChengZhong Xu.
[Paper]

[ICPADS'19] ADGS: anomaly detection and localization based on graph similarity in container-based clouds
Chengzhi Lu, Kejiang Ye, Wenyan Chen, Chengzhong Xu.
[Paper]

[HPCC'19] Co-locating online workload and offline workload in the cloud: An interference analysis
Wenyan Chen, Kejiang Ye, Chengzhong Xu.
[Paper]

[ICPADS'18] How does the workload look like in production cloud? analysis and clustering of workloads on alibaba cluster trace
Wenyan Chen, Kejiang Ye, Yang Wang, Guoyao Xu, Chengzhong Xu.
[Paper]

Teaching

• [2021 Winter] Teaching Assistant. Human-Computer Interaction

Research Activity

• [HDIS'23] Web Chair