Associate Professor (tenure-track)
John Hopcroft Center for Computer Science
Shanghai Jiao Tong University
Cloud Scheduling, Distributed Machine Learning
1. Chen Chen, Hong Xu, Wei Wang, Baochun Li, Bo Li, Li Chen, Gong Zhang, "Communication-Efficient Federated Learning with Adaptive Parameter Freezing," in Proc. of IEEE ICDCS’21, Virtual Conference, July 2021.
2. Chen Chen, Qizhen Weng, Wei Wang, Baochun Li, Bo Li, "Semi-Dynamic Load Balancing: Efficient Distributed Learning in Non-Dedicated Environments," in Proc. of ACM Symposium on Cloud Computing (SoCC’20), Virtual Conference, October 2020.
3. Chen Chen, Wei Wang, Bo Li, "Round-Robin Synchronization: Mitigating Communication Bottlenecks in Parameter Servers," in Proc. of IEEE INFOCOM’19, Paris, France, April 2019.
4. Chen Chen, Wei Wang, Bo Li, "Performance-Aware Fair Scheduling: Exploiting Demand Elasticity of Data Analytics Jobs," in Proc. of IEEE INFOCOM’18, Honolulu, HI, April 2018.
5. Chen Chen, Wei Wang, Bo Li, "Speculative Slot Reservation: Enforcing Service Isolation for Dependent Data-Parallel Computations," in Proc. of IEEE ICDCS’17, Atlanta, GA, June 2017.
6. Chen Chen, Wei Wang, Shengkai Zhang, Bo Li, "Cluster Fair Queueing: Speeding up Data-Parallel Jobs with Delay Guarantees," in Proc. of IEEE INFOCOM’17, Atlanta, GA, May 2017.