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.