A Scalable Deep Reinforcement Learning Model for Online Scheduling Coflows of Multi-Stage Jobs for High Performance Computing. - Xin Wang 142; Hong Shen 001 (CoRR, 2021)

Efficient Coflow Scheduling in Hybrid-Switched Data Center Networks. - Xin Wang 142; Hong Shen 001; Hui Tian 001 (CoRR, 2023)

Online scheduling of coflows by attention-empowered scalable deep reinforcement learning. - Xin Wang 142; Hong Shen 001 (Future Gener. Comput. Syst., 2023)

Efficient and Fair: Information-Agnostic Online Coflow Scheduling by Combining Limited Multiplexing With DRL. - Xin Wang 142; Hong Shen 001; Hui Tian 001 (IEEE Trans. Netw. Serv. Manag., 2023)

Scheduling Coflows in Hybrid Optical-Circuit and Electrical-Packet Switches With Performance Guarantee. - Xin Wang 142; Hong Shen 001; Hui Tian 001 (IEEE/ACM Trans. Netw., 2024)