I am Ruitao Xie. Currently I am an assistant professor in College of Computer Science and Software Engineering, Shenzhen University, and I am a member of IoT Research Center. Previously I worked in SenseTime Group Limited as a researcher. Before that, I received my PhD in Computer Science from City University of Hong Kong, where I worked with Prof. Xiaohua Jia on wireless sensor networks and cloud computing. During my PhD, I also visited NTU and worked with Prof. Yonggang Wen. Before then, I received my BEng degree from Beijing University of Posts and Telecommunications in 2008. I have published over 10 research papers in international leading journals and conferences, like JSAC, TPDS, TCC, TVT, TIFS, MWC, INFOCOM. My research interests include AI networking, mobile computing, cloud computing and wireless sensor networks.
Office: Room 1034, CSSE building, SZU.
Recent Research Projects
Research on Adaptive Congestion Control for Data Center Networks by Using Reinforcement Learning, Young Scientists Fund of the National Natural Science Foundation of China, Jan. 2019-Dec. 2021
Research on Adaptive Optimization Approaches for Data Center Networks by Using Reinforcement Learning, Tencent Rhino-Bird Young Faculty Research Fund, Jan. 2019-Dec.2020
Ruitao Xie, Xiaohua Jia, and Kaishun Wu, “Adaptive Online Decision Method for Initial Congestion Window in 5G Mobile Edge Computing using Deep Reinforcement Learning”, IEEE Journal on Selected Areas in Communications (JSAC), vol. 38, no. 2, pp. 389-403, Feb. 2020 [PDF] [bib] NEW!
Ruitao Xie, Xiaohua Jia, Lu Wang, and Kaishun Wu, “Energy Efficiency Enhancement for CNN-based Deep Mobile Sensing”, IEEE Wireless Communications (MWC), vol. 26, no. 3, pp. 161-167, June 2019 [PDF] [bib] NEW!
Ruitao Xie and Xiaohua Jia, “Data transfer scheduling for maximizing throughput of big-data computing in cloud systems,” IEEE Transactions on Cloud Computing (TCC), vol. 6, no. 1, pp. 87–98, Jan.–March 2018 [PDF] [bib]
Bo Zhang, Xiaohua Jia, Kan Yang, and Ruitao Xie, “Design of analytical model and algorithm for optimal roadside ap placement in vanets,” IEEE Transactions on Vehicular Technology (TVT), vol. 65, no. 9, pp. 7708–7718, Sep. 2016 [PDF] [bib]
Ruitao Xie, Yonggang Wen, Xiaohua Jia, and Haiyong Xie, “Supporting seamless virtual machine migration via named data networking in cloud data center,” IEEE Transactions on Parallel and Distributed Systems (TPDS), vol. 26, no. 12, pp. 3485–3497, Dec. 2015 [PDF] [Code] [bib]
Ruitao Xie and Xiaohua Jia, “Transmission-efficient clustering method for wireless sensor networks using compressive sensing,” IEEE Transactions on Parallel and Distributed Systems (TPDS), vol. 25, no. 3, pp. 806–815, Mar. 2014 [PDF] [Supplementary File] [Code] [bib]
Kan Yang, Xiaohua Jia, Kui Ren, Bo Zhang, and Ruitao Xie, “Dac-macs: Eﬀective data access control for multiauthority cloud storage systems,” IEEE Transactions on Information Forensics and Security (TIFS), vol. 8, no. 11, pp. 1790–1801, Nov. 2013 [bib]
Kan Yang, Xiaohua Jia, Kui Ren, Ruitao Xie, and Liusheng Huang, “Enabling efcient access control with dynamic policy updating for big data in the cloud,” in IEEE INFOCOM 2014, pp. 2013–2021 [bib]
Bo Zhang, Xiaohua Jia, Kan Yang, and Ruitao Xie, “Multi-path routing and stream scheduling with spatial multiplexing and interference cancellation in mimo networks,” in ICDCS 2013 Workshop, Jul. 2013, pp. 256–261 [PDF] [bib]